Softmax Explained | Papers With Code

Softmax

The Softmax output function transforms a previous layer's output into a vector of probabilities. It is commonly used for multiclass classification. Given an input vector $x$ and a weighting vector $w$ we have:

$$ P(y=j \mid{x}) = \frac{e^{x^{T}w_{j}}}{\sum^{K}_{k=1}e^{x^{T}wk}} $$

Latest Papers

PAPER	DATE
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre • Yi Lu • Joachim Daiber	2020-07-30
Depressive, Drug Abusive, or Informative: Knowledge-aware Study of News Exposure during COVID-19 Outbreak Amanuel Alambo • Manas Gaur • Krishnaprasad Thirunarayan	2020-07-30
Interpretable Contextual Team-aware Item Recommendation: Application in Multiplayer Online Battle Arena Games Andrés Villa • Vladimir Araujo • Francisca Cattan • Denis Parra	2020-07-30
What does BERT know about books, movies and music? Probing BERT for Conversational Recommendation Gustavo Penha • Claudia Hauff	2020-07-30
Instance Selection for GANs Terrance DeVries • Michal Drozdzal • Graham W. Taylor	2020-07-30
Improving Sample Eficiency with Normalized RBF Kernels Sebastian Pineda-Arango • David Obando-Paniagua • Alperen Dedeoglu • Philip Kurzendörfer • Friedemann Schestag • Randolf Scholz	2020-07-30
Deep Multi-View Spatiotemporal Virtual Graph Neural Network for Significant Citywide Ride-hailing Demand Prediction Guangyin Jin • Zhexu Xi • Hengyu Sha • Yanghe Feng • Jincai Huang	2020-07-30
Rethinking Recurrent Neural Networks and other Improvements for Image Classification Nguyen Huu Phong • Bernardete Ribeiro	2020-07-30
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation Namdar Homayounfar • Yuwen Xiong • Justin Liang • Wei-Chiu Ma • Raquel Urtasun	2020-07-30
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation \| Yiyang Zhang • Feng Liu • Zhen Fang • Bo Yuan • Guangquan Zhang • Jie Lu	2020-07-29
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining TJ Tsai • Kevin Ji	2020-07-29
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization Tawsifur Rahman • Amith Khandakar • Muhammad Abdul Kadir • Khandaker R. Islam • Khandaker F. Islam • Rashid Mazhar • Tahir Hamid • Mohammad T. Islam • Zaid B. Mahbub • Mohamed Arselene Ayari • Muhammad E. H. Chowdhury	2020-07-29
GUIR at SemEval-2020 Task 12: Domain-Tuned Contextualized Models for Offensive Language Detection Sajad Sotudeh • Tong Xiang • Hao-Ren Yao • Sean MacAvaney • Eugene Yang • Nazli Goharian • Ophir Frieder	2020-07-28
Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge Hoang Manh Hung • Hyung-Jeong Yang • Soo-Hyung Kim • Guee-Sang Lee	2020-07-28
Big Bird: Transformers for Longer Sequences Manzil Zaheer • Guru Guruganesh • Avinava Dubey • Joshua Ainslie • Chris Alberti • Santiago Ontanon • Philip Pham • Anirudh Ravula • Qifan Wang • Li Yang • Amr Ahmed	2020-07-28
BUT-FIT at SemEval-2020 Task 5: Automatic detection of counterfactual statements with deep pre-trained language representation models Martin Fajcik • Josef Jon • Martin Docekal • Pavel Smrz	2020-07-28
Improving Results on Russian Sentiment Datasets \| Anton Golubev • Natalia Loukachevitch	2020-07-28
Receptive-Field Regularized CNNs for Music Classification and Tagging Khaled Koutini • Hamid Eghbal-Zadeh • Verena Haunschmid • Paul Primus • Shreyan Chowdhury • Gerhard Widmer	2020-07-27
Contraction Mapping of Feature Norms for Classifier Learning on the Data with Different Quality Weihua Liu • Xiabi Liu • Murong Wang • Ling Ma • Yunde Jia	2020-07-27
Two-Level Residual Distillation based Triple Network for Incremental Object Detection Dongbao Yang • Yu Zhou • Dayan Wu • Can Ma • Fei Yang • Weiping Wang	2020-07-27
From Sound Representation to Model Robustness Mohamad Esmaeilpour • Patrick Cardinal • Alessandro Lameiras Koerich	2020-07-27
Reed at SemEval-2020 Task 9: Sentiment Analysis on Code-Mixed Tweets Vinay Gopalan • Mark Hopkins	2020-07-26
MACU-Net Semantic Segmentation from High-Resolution Remote Sensing Images Rui Li • Chenxi Duan • Shunyi Zheng	2020-07-26
Detection and Annotation of Plant Organs from Digitized Herbarium Scans using Deep Learning Sohaib Younis • Marco Schmidt • Claus Weiland • Steffan Dressler • Bernhard Seeger • Thomas Hickler	2020-07-26
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media \| Ali Safaya • Moutasem Abdullatif • Deniz Yuret	2020-07-26
Counting Fish and Dolphins in Sonar Images Using Deep Learning Stefan Schneider • Alex Zhuang	2020-07-24
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning Aina Garí Soler • Marianna Apidianaki	2020-07-24
FiSSA at SemEval-2020 Task 9: Fine-tuned For Feelings \| Bertelt Braaksma • Richard Scholtens • Stan van Suijlekom • Remy Wang • Ahmet Üstün	2020-07-24
The Lottery Ticket Hypothesis for Pre-trained BERT Networks \| Tianlong Chen • Jonathan Frankle • Shiyu Chang • Sijia Liu • Yang Zhang • Zhangyang Wang • Michael Carbin	2020-07-23
PP-YOLO: An Effective and Efficient Implementation of Object Detector \| Xiang Long • Kaipeng Deng • Guanzhong Wang • Yang Zhang • Qingqing Dang • Yuan Gao • Hui Shen • Jianguo Ren • Shumin Han • Errui Ding • Shilei Wen	2020-07-23
Product Title Generation for Conversational Systems using BERT Mansi Ranjit Mane • Shashank Kedia • Aditya Mantha • Stephen Guo • Kannan Achan	2020-07-23
WeightNet: Revisiting the Design Space of Weight Networks \| Ningning Ma • Xiangyu Zhang • Jiawei Huang • Jian Sun	2020-07-23
Regularization of Building Boundaries in Satellite Images using Adversarial and Regularized Losses Stefano Zorzi • Friedrich Fraundorfer	2020-07-23
The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation Tao Wang • Yu Li • Bingyi Kang • Junnan Li • Junhao Liew • Sheng Tang • Steven Hoi • Jiashi Feng	2020-07-23
A Study on Evaluation Standard for Automatic Crack Detection Regard the Random Fractal Hongyu Li • Jihe Wang • Yu Zhang • Zirui Wang • Tiejun Wang	2020-07-23
Analogical Reasoning for Visually Grounded Language Acquisition Bo Wu • Haoyu Qin • Alireza Zareian • Carl Vondrick • Shih-Fu Chang	2020-07-22
Rethinking CNN Models for Audio Classification Kamalesh Palanisamy • Dipika Singhania • Angela Yao	2020-07-22
IITK at the FinSim Task: Hypernym Detection in Financial Domain via Context-Free and Contextualized Word Embeddings Vishal Keswani • Sakshi Singh • Ashutosh Modi	2020-07-22
DEAL: Deep Evidential Active Learning for Image Classification \| Patrick Hemmer • Niklas Kühl • Jakob Schöffer	2020-07-22
CrossTransformers: spatially-aware few-shot transfer Carl Doersch • Ankush Gupta • Andrew Zisserman	2020-07-22
Deep Variational Instance Segmentation Jialin Yuan • Chao Chen • Li Fuxin	2020-07-22
Interpolating GANs to Scaffold Autotelic Creativity Ziv Epstein • Océane Boulais • Skylar Gordon • Matt Groh	2020-07-21
Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis Xiaomeng Li • Mengyu Jia • Md Tauhidul Islam • Lequan Yu • Lei Xing	2020-07-21
Understanding BERT Rankers Under Distillation Luyu Gao • Zhuyun Dai • Jamie Callan	2020-07-21
Word Representation for Rhythms Tongyu Lu • Lucheng Yan • Gus Xia	2020-07-21
Neural Machine Translation with Error Correction Kaitao Song • Xu Tan • Jianfeng Lu	2020-07-21
Balanced Meta-Softmax for Long-Tailed Visual Recognition Jiawei Ren • Cunjun Yu • Shunan Sheng • Xiao Ma • Haiyu Zhao • Shuai Yi • Hongsheng Li	2020-07-21
newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification Paramansh Singh • Siraj Sandhu • Subham Kumar • Ashutosh Modi	2020-07-21
problemConquero at SemEval-2020 Task 12: Transformer and Soft label-based approaches Karishma Laud • Jagriti Singh • Randeep Kumar Sahu • Ashutosh Modi	2020-07-21
SliceOut: Training Transformers and CNNs faster while using less memory Pascal Notin • Aidan N. Gomez • Joanna Yoo • Yarin Gal	2020-07-21
Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes Jake Snell • Richard Zemel	2020-07-20
Conformer-Kernel with Query Term Independence for Document Retrieval \| Bhaskar Mitra • Sebastian Hofstatter • Hamed Zamani • Nick Craswell	2020-07-20
Effects of Approximate Multiplication on Convolutional Neural Networks Min Soo Kim • Alberto A. Del Barrio • HyunJin Kim • Nader Bagherzadeh	2020-07-20
Lagrangian Duality in Reinforcement Learning Pranay Pasula	2020-07-20
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm Anthony Berthelier • Yongzhe Yan • Thierry Chateau • Christophe Blanc • Stefan Duffner • Christophe Garcia	2020-07-20
NPCFace: A Negative-Positive Cooperation Supervision for Training Large-scale Face Recognition Dan Zeng • Hailin Shi • Hang Du • Jun Wang • Zhen Lei • Tao Mei	2020-07-20
Learning Joint Spatial-Temporal Transformations for Video Inpainting \| Yanhong Zeng • Jianlong Fu • Hongyang Chao	2020-07-20
A Comparison of Supervised Learning to Match Methods for Product Search Fatemeh Sarvi • Nikos Voskarides • Lois Mooiman • Sebastian Schelter • Maarten de Rijke	2020-07-20
A Short Note on Soft-max and Policy Gradients in Bandits Problems Neil Walton	2020-07-20
Mono vs Multilingual Transformer-based Models: a Comparison across Several Language Tasks Diego de Vargas Feijo • Viviane Pereira Moreira	2020-07-19
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks Hassan Dbouk • Hetul Sanghvi • Mahesh Mehendale • Naresh Shanbhag	2020-07-19
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection \| Jiaxi Wu • Songtao Liu • Di Huang • Yunhong Wang	2020-07-18
Feature Pyramid Transformer Dong Zhang • Hanwang Zhang • Jinhui Tang • Meng Wang • Xiansheng Hua • Qianru Sun	2020-07-18
Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit \| Emma Rocheteau • Pietro Liò • Stephanie Hyland # 1 PREDICTING PATIENT OUTCOMES ON EICU COLLABORATIVE RESEARCH DATABASE	2020-07-18
CTC-Segmentation of Large Corpora for German End-to-end Speech Recognition Ludwig Kürzinger • Dominik Winkelbauer • Lujun Li • Tobias Watzel • Gerhard Rigoll	2020-07-17
Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection K. V. Kadambari • Vishnu Vardhan Nimmalapudi	2020-07-17
Boundary-preserving Mask R-CNN \| Tianheng Cheng • Xinggang Wang • Lichao Huang • Wenyu Liu	2020-07-17
Generative Pretraining from Pixels \| Mark Chen • Alec Radford • Rewon Child • Jeff Wu • Heewoo Jun • Prafulla Dhariwal • David Luan • Ilya Sutskever # 13 SELF-SUPERVISED IMAGE CLASSIFICATION ON IMAGENET	2020-07-17
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms Fernando Alonso-Fernandez • Javier Barrachina • Kevin Hernandez-Diaz • Josef Bigun	2020-07-16
Translate Reverberated Speech to Anechoic Ones: Speech Dereverberation with BERT Yang Jiao	2020-07-16
TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris Jungseok Hong • Michael Fulton • Junaed Sattar	2020-07-16
Towards Debiasing Sentence Representations Paul Pu Liang • Irene Mengze Li • Emily Zheng • Yao Chong Lim • Ruslan Salakhutdinov • Louis-Philippe Morency	2020-07-16
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro • Martin Schmitt • Hinrich Schütze • Iryna Gurevych # 1 DATA-TO-TEXT GENERATION ON WEBNLG FULL	2020-07-16
The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction Alice Martin • Charles Ollion • Florian Strub • Sylvain Le Corff • Olivier Pietquin	2020-07-15
Deep Reinforced Query Reformulation for Information Retrieval Xiao Wang • Craig Macdonald • Iadh Ounis	2020-07-15
Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social Media Alberto Barron-Cedeno • Tamer Elsayed • Preslav Nakov • Giovanni Da San Martino • Maram Hasanain • Reem Suwaileh • Fatima Haouari • Nikolay Babulkov • Bayan Hamdan • Alex Nikolov • Shaden Shaar • Zien Sheikh Ali	2020-07-15
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks Pavel Blinov • Manvel Avetisian • Vladimir Kokh • Dmitry Umerenkov • Alexander Tuzhilin	2020-07-15
Logic Constrained Pointer Networks for Interpretable Textual Similarity \| Subhadeep Maji • Rohan Kumar • Manish Bansal • Kalyani Roy • Pawan Goyal	2020-07-15
Finding Non-Uniform Quantization Schemes usingMulti-Task Gaussian Processes Marcelo Gennari do Nascimento • Theo W. Costain • Victor Adrian Prisacariu	2020-07-15
Multimodal Word Sense Disambiguation in Creative Practice Manuel Ladron de Guevara • Christopher George • Akshat Gupta • Daragh Byrne • Ramesh Krishnamurti	2020-07-15
AdapterHub: A Framework for Adapting Transformers \| Jonas Pfeiffer • Andreas Rücklé • Clifton Poth • Aishwarya Kamath • Ivan Vulić • Sebastian Ruder • Kyunghyun Cho • Iryna Gurevych	2020-07-15
Add a SideNet to your MainNet Adrien Morisot	2020-07-14
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning Shauharda Khadka • Estelle Aflalo • Mattias Marder • Avrech Ben-David • Santiago Miret • Hanlin Tang • Shie Mannor • Tamir Hazan • Somdeb Majumdar	2020-07-14
Long-tail learning via logit adjustment Aditya Krishna Menon • Sadeep Jayasumana • Ankit Singh Rawat • Himanshu Jain • Andreas Veit • Sanjiv Kumar	2020-07-14
Emoji Prediction: Extensions and Benchmarking Weicheng Ma • Ruibo Liu • Lili Wang • Soroush Vosoughi	2020-07-14
Can neural networks acquire a structural bias from raw linguistic data? Alex Warstadt • Samuel R. Bowman	2020-07-14
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models Lifu Tu • Garima Lalwani • Spandana Gella • He He	2020-07-14
What's in a Name? Are BERT Named Entity Representations just as Good for any other Name? Sriram Balasubramanian • Naman Jain • Gaurav Jindal • Abhijeet Awasthi • Sunita Sarawagi	2020-07-14
Contextualized Code Representation Learning for Commit Message Generation Lun Yiu Nie • Cuiyun Gao • Zhicong Zhong • Wai Lam • Yang Liu • Zenglin Xu	2020-07-14
Deep Transformer based Data Augmentation with Subword Units for Morphologically Rich Online ASR Balázs Tarján • György Szaszák • Tibor Fegyó • Péter Mihajlik	2020-07-14
Fast and Accurate Neural CRF Constituency Parsing \| Yu Zhang • Houquan Zhou • Zhenghua Li # 1 CONSTITUENCY PARSING ON PENN TREEBANK	2020-07-14
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation Yuli Wu • Long Chen • Dorit Merhof	2020-07-13
Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization Shicong Cen • Chen Cheng • Yuxin Chen • Yuting Wei • Yuejie Chi	2020-07-13
An Enhanced Text Classification to Explore Health based Indian Government Policy Tweets Aarzoo Dhiman • Durga Toshniwal	2020-07-13
Paranoid Transformer: Reading Narrative of Madness as Computational Approach to Creativity Yana Agafonova • Alexey Tikhonov • Ivan P. Yamshchikov	2020-07-13
Transformer with Depth-Wise LSTM Hongfei Xu • Qiuhui Liu • Deyi Xiong • Josef van Genabith	2020-07-13
Locality Guided Neural Networks for Explainable Artificial Intelligence Randy Tan • Naimul Khan • Ling Guan	2020-07-12
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation Aditya Mogadala • Marius Mosbach • Dietrich Klakow	2020-07-12
It Is Likely That Your Loss Should be a Likelihood Mark Hamilton • Evan Shelhamer • William T. Freeman	2020-07-12
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech Andy T. Liu • Shang-Wen Li • Hung-yi Lee	2020-07-12
HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections Yi Tay • Zhe Zhao • Dara Bahri • Donald Metzler • Da-Cheng Juan	2020-07-12
Generative Graph Perturbations for Scene Graph Prediction Boris Knyazev • Harm de Vries • Cătălina Cangea • Graham W. Taylor • Aaron Courville • Eugene Belilovsky	2020-07-11
To filter prune, or to layer prune, that is the question Sara Elkerdawy • Mostafa Elhoushi • Abhineet Singh • Hong Zhang • Nilanjan Ray	2020-07-11
Sequence Generation with Mixed Representations Lijun Wu Shufang Xie Yingce Xia Fan Yang Tao Qin Jianhuang Lai Tie-Yan Liu	2020-07-11
To BAN or not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection Kristian Miok • Blaz Skrlj • Daniela Zaharie • Marko Robnik-Sikonja	2020-07-10
BISON:BM25-weighted Self-Attention Framework for Multi-Fields Document Search Xuan Shan • Chuanjie Liu • Yiqian Xia • Qi Chen • Yusi Zhang • Angen Luo • Yuxiang Luo	2020-07-10
Revisiting One-vs-All Classifiers for Predictive Uncertainty and Out-of-Distribution Detection in Neural Networks Shreyas Padhy • Zachary Nado • Jie Ren • Jeremiah Liu • Jasper Snoek • Balaji Lakshminarayanan	2020-07-10
Multi-Dialect Arabic BERT for Country-Level Dialect Identification Bashar Talafha • Mohammad Ali • Muhy Eddin Za'ter • Haitham Seelawi • Ibraheem Tuffaha • Mostafa Samir • Wael Farhan • Hussein T. Al-Natsheh	2020-07-10
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging Rajesh Kumar • Abdullah Aman Khan • Sinmin Zhang • WenYong Wang • Yousif Abuidris • Waqas Amin • Jay Kumar	2020-07-10
Loss Function Search for Face Recognition Xiaobo Wang • Shuo Wang • Cheng Chi • Shifeng Zhang • Tao Mei	2020-07-10
Contrastive Code Representation Learning \| Paras Jain • Ajay Jain • Tianjun Zhang • Pieter Abbeel • Joseph E. Gonzalez • Ion Stoica # 1 METHOD NAME PREDICTION ON CODESEARCHNET	2020-07-09
Uncertainty Quantification in Deep Residual Neural Networks Lukasz Wandzik • Raul Vicente Garcia • Jörg Krüger	2020-07-09
Fast Transformers with Clustered Attention Apoorv Vyas • Angelos Katharopoulos • François Fleuret	2020-07-09
DeepSinger: Singing Voice Synthesis with Data Mined From the Web Yi Ren • Xu Tan • Tao Qin • Jian Luan • Zhou Zhao • Tie-Yan Liu	2020-07-09
Single architecture and multiple task deep neural network for altered fingerprint analysis Oliver Giudice • Mattia Litrico • Sebastiano Battiato	2020-07-09
Advances of Transformer-Based Models for News Headline Generation \| Alexey Bukhtiyarov • Ilya Gusev	2020-07-09
Journey Towards Tiny Perceptual Super-Resolution Royson Lee • Łukasz Dudziak • Mohamed Abdelfattah • Stylianos I. Venieris • Hyeji Kim • Hongkai Wen • Nicholas D. Lane	2020-07-08
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations Giulio Lovisotto • Henry Turner • Ivo Sluganovic • Martin Strohmeier • Ivan Martinovic	2020-07-08
The Go Transformer: Natural Language Modeling for Game Play David Noever • Matthew Ciolino • Josh Kalin	2020-07-07
Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jong Won Park	2020-07-07
Do Transformers Need Deep Long-Range Memory Jack W. Rae • Ali Razavi	2020-07-07
Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks Guotai Wang • Tao Song • Qiang Dong • Mei Cui • Ning Huang • Shaoting Zhang	2020-07-07
Exploring Heterogeneous Information Networks via Pre-Training Yang Fang • Xiang Zhao • Weidong Xiao	2020-07-07
EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning \| Bailin Li • Bowen Wu • Jiang Su • Guangrun Wang • Liang Lin # 1 NETWORK PRUNING ON IMAGENET	2020-07-06
Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback Carlos Gemmell • Federico Rossetto • Jeffrey Dalton	2020-07-06
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation using Pretraining Language Model Shilei Liu • Yu Guo • Bochao Li • Feiliang Ren	2020-07-06
Learning to Segment Anatomical Structures Accurately from One Exemplar Yuhang Lu • Weijian Li • Kang Zheng • Yirui Wang • Adam P. Harrison • Chihung Lin • Song Wang • Jing Xiao • Le Lu • Chang-Fu Kuo • Shun Miao	2020-07-06
Deep Contextual Embeddings for Address Classification in E-commerce Shreyas Mangalgi • Lakshya Kumar • Ravindra Babu Tallamraju	2020-07-06
You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion Roei Schuster • Congzheng Song • Eran Tromer • Vitaly Shmatikov	2020-07-05
Attention-based Joint Detection of Object and Semantic Part \| Keval Morabia • Jatin Arora • Tara Vijaykumar # 1 OBJECT DETECTION ON PASCAL PART 2010 - ANIMALS	2020-07-05
DRDr: Automatic Masking of Exudates and Microaneurysms Caused By Diabetic Retinopathy Using Mask R-CNN and Transfer Learning Farzan Shenavarmasouleh • Hamid R. Arabnia	2020-07-04
Text Data Augmentation: Towards better detection of spear-phishing emails Mehdi Regina • Maxime Meyer • Sébastien Goutal	2020-07-04
Robust Prediction of Punctuation and Truecasing for Medical ASR Monica Sunkara • Srikanth Ronanki • Kalpit Dixit • Sravan Bodapati • Katrin Kirchhoff	2020-07-04
Language-agnostic BERT Sentence Embedding \| Fangxiaoyu Feng • Yinfei Yang • Daniel Cer • Naveen Arivazhagan • Wei Wang	2020-07-03
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning Pavel Denisov • Ngoc Thang Vu	2020-07-03
Reading Comprehension in Czech via Machine Translation and Cross-lingual Transfer Kateřina Macková • Milan Straka	2020-07-03
Playing with Words at the National Library of Sweden -- Making a Swedish BERT Martin Malmsten • Love Börjeson • Chris Haffenden	2020-07-03
MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks Yusi Zhang • Chuanjie Liu • Angen Luo • Hui Xue • Xuan Shan • Yuxiang Luo • Yiqian Xia • Yuanchi Yan • Haidong Wang	2020-07-03
Increasing Trustworthiness of Deep Neural Networks via Accuracy Monitoring Zhihui Shao • Jianyi Yang • Shaolei Ren	2020-07-03
Abstractive and mixed summarization for long-single documents Roger Barrull • Jugal Kalita	2020-07-03
On-The-Fly Information Retrieval Augmentation for Language Models Hai Wang • David McAllester	2020-07-03
Efficient estimation of the ANOVA mean dimension, with an application to neural net classification Christopher Hoyt • Art B. Owen	2020-07-02
Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey Shivaji Alaparthi • Manit Mishra	2020-07-02
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes? \| Ella M. Gale • Nicholas Martin • Ryan Blything • Anh Nguyen • Jeffrey S. Bowers	2020-07-02
The Impact of Explanations on AI Competency Prediction in VQA Kamran Alipour • Arijit Ray • Xiao Lin • Jurgen P. Schulze • Yi Yao • Giedrius T. Burachas	2020-07-02
D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector Renu Sharma • Arun Ross	2020-07-02
Improving Event Detection using Contextual Word and Sentence Embeddings Mariano Maisonnave • Fernando Delbianco • Fernando Tohmé • Ana Maguitman • Evangelos Milios	2020-07-02
Autonomous and cooperative design of the monitor positions for a team of UAVs to maximize the quantity and quality of detected objects \| Dimitrios I. Koutras • Athanasios Ch. Kapoutsis • Elias B. Kosmatopoulos	2020-07-02
A Novel BGCapsule Network for Text Classification Akhilesh Kumar Gangwar • Vadlamani Ravi	2020-07-02
The Summary Loop: Learning to Write Abstractive Summaries Without Examples \| Philippe Laban • Andrew Hsi • John Canny • Marti A. Hearst	2020-07-01
Self-Attention Guided Copy Mechanism for Abstractive Summarization Song Xu • Haoran Li • Peng Yuan • Youzheng Wu • Xiaodong He • Bowen Zhou	2020-07-01
Roles and Utilization of Attention Heads in Transformer-based Neural Language Models Jae-young Jo • Sung-Hyon Myaeng	2020-07-01
Multimodal Transformer for Multimodal Machine Translation Shaowei Yao • Xiaojun Wan	2020-07-01
Paraphrase Generation by Learning How to Edit from Samples Amirhossein Kazemnejad • Mohammadreza Salehi • Mahdieh Soleymani Baghshah	2020-07-01
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification Hao Tang • Donghong Ji • Chenliang Li • Qiji Zhou	2020-07-01
In Neural Machine Translation, What Does Transfer Learning Transfer? Alham Fikri Aji • Nikolay Bogoychev • Kenneth Heafield • Rico Sennrich	2020-07-01
Feature Projection for Improved Text Classification Qi Qin • Wenpeng Hu • Bing Liu	2020-07-01
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation Arya D. McCarthy • Xian Li • Jiatao Gu • Ning Dong	2020-07-01
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation \| Yizhe Zhang • Siqi Sun • Michel Galley • Yen-Chun Chen • Chris Brockett • Xiang Gao • Jianfeng Gao • Jingjing Liu • Bill Dolan	2020-07-01
Combining Subword Representations into Word-level Representations in the Transformer Architecture Noe Casas • Marta R. Costa-juss{\`a} • Jos{\'e} A. R. Fonollosa	2020-07-01
Robust Neural Machine Translation with ASR Errors Haiyang Xue • Yang Feng • Shuhao Gu • Wei Chen	2020-07-01
An empirical investigation of neural methods for content scoring of science explanations Brian Riordan • Sarah Bichler • Allison Bradford • Jennifer King Chen • Korah Wiley • Libby Gerard • Marcia C. Linn	2020-07-01
Neural Transduction of Letter Position Dyslexia using an Anagram Matrix Representation Avi Bleiweiss	2020-07-01
Character aware models with similarity learning for metaphor detection Tarun Kumar • Yashvardhan Sharma	2020-07-01
A Transformer Approach to Contextual Sarcasm Detection in Twitter Hunter Gregory • Steven Li • Pouya Mohammadi • Natalie Tarn • Rachel Draelos • Cynthia Rudin	2020-07-01
Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing Han He • Jinho D. Choi	2020-07-01
KIT's IWSLT 2020 SLT Translation System Ngoc-Quan Pham • Felix Schneider • Tuan-Nam Nguyen • Thanh-Le Ha • Thai Son Nguyen • Maximilian Awiszus • Sebastian St{\"u}ker • Alex Waibel • er	2020-07-01
End-to-End Simultaneous Translation System for IWSLT2020 Using Modality Agnostic Meta-Learning Hou Jeung Han • Mohd Abbas Zaidi • Sathish Reddy Indurthi • Nikhil Kumar Lakumarapu • Beomseok Lee • Sangha Kim	2020-07-01
End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning Nikhil Kumar Lakumarapu • Beomseok Lee • Sathish Reddy Indurthi • Hou Jeung Han • Mohd Abbas Zaidi • Sangha Kim	2020-07-01
SRPOL's System for the IWSLT 2020 End-to-End Speech Translation Task Tomasz Potapczyk • Pawel Przybysz	2020-07-01
The AFRL IWSLT 2020 Systems: Work-From-Home Edition Brian Ore • Eric Hansen • Tim Anderson • Jeremy Gwinnup	2020-07-01
OPPO's Machine Translation System for the IWSLT 2020 Open Domain Translation Task Qian Zhang • Xiaopu Li • Dawei Dang • Tingxun Shi • Di Ai • Zhengshan Xue • Jie Hao	2020-07-01
CASIA's System for IWSLT 2020 Open Domain Translation Qian Wang • Yuchen Liu • Cong Ma • Yu Lu • Yining Wang • Long Zhou • Yang Zhao • Jiajun Zhang • Chengqing Zong	2020-07-01
Deep Blue Sonics' Submission to IWSLT 2020 Open Domain Translation Task Enmin Su • Yi Ren	2020-07-01
University of Tsukuba's Machine Translation System for IWSLT20 Open Domain Translation Task Hongyi Cui • Yizhen Wei • Shohei Iida • Takehito Utsuro • Masaaki Nagata	2020-07-01
Xiaomi's Submissions for IWSLT 2020 Open Domain Translation Task Yuhui Sun • Mengxue Guo • Xiang Li • Jianwei Cui • Bin Wang	2020-07-01
The HW-TSC Video Speech Translation System at IWSLT 2020 Minghan Wang • Hao Yang • Yao Deng • Ying Qin • Lizhi Lei • Daimeng Wei • Hengchao Shang • Ning Xie • Xiaochun Li • Jiaxian Guo	2020-07-01
Towards Stream Translation: Adaptive Computation Time for Simultaneous Machine Translation Felix Schneider • Alex Waibel • er	2020-07-01
Compressing Neural Machine Translation Models with 4-bit Precision Alham Fikri Aji • Kenneth Heafield	2020-07-01
Training and Inference Methods for High-Coverage Neural Machine Translation Michael Yang • Yixin Liu • Rahul Mayuranath	2020-07-01
Expand and Filter: CUNI and LMU Systems for the WNGT 2020 Duolingo Shared Task Jind{\v{r}}ich Libovick{\'y} • Zden{\v{e}}k Kasner • Jind{\v{r}}ich Helcl • Ond{\v{r}}ej Du{\v{s}}ek	2020-07-01
The NiuTrans System for WNGT 2020 Efficiency Task Chi Hu • Bei Li • Yinqiao Li • Ye Lin • Yanyang Li • Chenglong Wang • Tong Xiao • Jingbo Zhu	2020-07-01
Efficient and High-Quality Neural Machine Translation with OpenNMT Guillaume Klein • Dakun Zhang • Cl{\'e}ment Chouteau • Josep Crego • Jean Senellart	2020-07-01
Improving Document-Level Neural Machine Translation with Domain Adaptation Sami Ul Haq • Sadaf Abdul Rauf • Arslan Shoukat • Noor-e- Hira	2020-07-01
CopyBERT: A Unified Approach to Question Generation with Self-Attention Stalin Varanasi • Saadullah Amin • Guenter Neumann	2020-07-01
How to Tame Your Data: Data Augmentation for Dialog State Tracking Adam Summerville • Jordan Hashemi • James Ryan • william ferguson	2020-07-01
Methods for Extracting Information from Messages from Primary Care Providers to Specialists Xiyu Ding • Michael Barnett • Ateev Mehrotra • Timothy Miller	2020-07-01
Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models Seppo Enarvi • Marilisa Amoia • Miguel Del-Agua Teba • Brian Delaney • Frank Diehl • Stefan Hahn • Kristina Harris • Liam McGrath • Yue Pan • Joel Pinto • Luca Rubini • Miguel Ruiz • Gag Singh • eep • Fabian Stemmer • Weiyi Sun • Paul Vozila • Thomas Lin • Ranjani Ramamurthy	2020-07-01
Enhancing Transformer with Sememe Knowledge Yuhui Zhang • Chenghao Yang • Zhengping Zhou • Zhiyuan Liu	2020-07-01
Grapheme-to-Phoneme Conversion with a Multilingual Transformer Model Omnia ElSaadany • Benjamin Suter	2020-07-01
Frustratingly Easy Multilingual Grapheme-to-Phoneme Conversion Nikhil Prabhu • Katharina Kann	2020-07-01
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer Jianfei Yu • Jing Jiang • Li Yang • Rui Xia	2020-07-01
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions Hannah Craighead • Andrew Caines • Paula Buttery • Helen Yannakoudakis	2020-07-01
Leveraging Principal Parts for Morphological Inflection Ling Liu • Mans Hulden	2020-07-01
Data Augmentation for Transformer-based G2P Zach Ryan • Mans Hulden	2020-07-01
HausaMT v1.0: Towards English--Hausa Neural Machine Translation Adewale Akinfaderin	2020-07-01
Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy Xiexiong Lin • Weiyu Jian • Jianshan He • Taifeng Wang • Wei Chu	2020-07-01
Unsupervised FAQ Retrieval with Question Generation and BERT Yosi Mass • Boaz Carmeli • Haggai Roitman • David Konopnicki	2020-07-01
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples Danilo Croce • Giuseppe Castellucci • Roberto Basili	2020-07-01
Integrating Multimodal Information in Large Pretrained Transformers Wasifur Rahman • Md Kamrul Hasan • Sangwu Lee • AmirAli Bagher Zadeh • Chengfeng Mao • Louis-Philippe Morency • Ehsan Hoque	2020-07-01
Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis Minh Hieu Phan • Philip O. Ogunbona	2020-07-01
Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation Bo Pang • Erik Nijkamp • Wenjuan Han • Linqi Zhou • Yixian Liu • Kewei Tu	2020-07-01
Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction Zhenkai Wei • Yu Hong • Bowei Zou • Meng Cheng • Jianmin YAO	2020-07-01
Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis Chunning Du • Haifeng Sun • Jingyu Wang • Qi Qi • Jianxin Liao	2020-07-01
How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope Yiyun Zhao • Steven Bethard	2020-07-01
Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings Rishi Bommasani • Kelly Davis • Claire Cardie	2020-07-01
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? Yada Pruksachatkun • Jason Phang • Haokun Liu • Phu Mon Htut • Xiaoyi Zhang • Richard Yuanzhe Pang • Clara Vania • Katharina Kann • Samuel R. Bowman	2020-07-01
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences Yi Tay • Donovan Ong • Jie Fu • Alvin Chan • Nancy Chen • Anh Tuan Luu • Chris Pal	2020-07-01
Towards Debiasing Sentence Representations Paul Pu Liang • Irene Mengze Li • Emily Zheng • Yao Chong Lim • Ruslan Salakhutdinov • Louis-Philippe Morency	2020-07-01
Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study Xinyu Xing • Xiaosheng Fan • Xiaojun Wan	2020-07-01
Transition-based Semantic Dependency Parsing with Pointer Networks Daniel Fern{\'a}ndez-Gonz{\'a}lez • Carlos G{\'o}mez-Rodr{\'\i}guez	2020-07-01
tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection Nicole Peinelt • Dong Nguyen • Maria Liakata	2020-07-01
Understanding Advertisements with BERT Kanika Kalra • Bhargav Kurma • Silpa Vadakkeeveetil Sreelatha • Manasi Patwardhan • Kar • Shirish e	2020-07-01
A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization Dongfang Xu • Zeyu Zhang • Steven Bethard	2020-07-01
Clinical Concept Linking with Contextualized Neural Representations Elliot Schumacher • Andriy Mulyar • Mark Dredze	2020-07-01
Revisiting Higher-Order Dependency Parsers Erick Fonseca • Andr{\'e} F. T. Martins	2020-07-01
SUPP.AI: finding evidence for supplement-drug interactions Lucy Wang • Oyvind Tafjord • Arman Cohan • Sarthak Jain • Sam Skjonsberg • Carissa Schoenick • Nick Botner • Waleed Ammar	2020-07-01
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models Pia Sommerauer	2020-07-01
A Simple and Effective Dependency Parser for Telugu Sneha Nallani • Manish Shrivastava • Dipti Sharma	2020-07-01
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining Ivana Kvapil{\'\i}kov{\'a} • Mikel Artetxe • Gorka Labaka • Eneko Agirre • Ond{\v{r}}ej Bojar	2020-07-01
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup Jishnu Ray Chowdhury • Cornelia Caragea • Doina Caragea	2020-07-01
Should You Fine-Tune BERT for Automated Essay Scoring? Elijah Mayfield • Alan W Black	2020-07-01
A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction Chen Lin • Timothy Miller • Dmitriy Dligach • Farig Sadeque • Steven Bethard • Guergana Savova	2020-07-01
Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity Yuxia Wang • Fei Liu • Karin Verspoor • Timothy Baldwin	2020-07-01
Item-based Collaborative Filtering with BERT Tian Wang • Yuyangzi Fu	2020-07-01
Sarcasm Identification and Detection in Conversion Context using BERT kalaivani A • Thenmozhi D	2020-07-01
Neural Sarcasm Detection using Conversation Context Nikhil Jaiswal	2020-07-01
Context-Aware Sarcasm Detection Using BERT Arup Baruah • Kaushik Das • Ferdous Barbhuiya • Kuntal Dey	2020-07-01
Detecting Sarcasm in Conversation Context Using Transformer-Based Models Adithya Avvaru • Sanath Vobilisetty • Radhika Mamidi	2020-07-01
IlliniMet: Illinois System for Metaphor Detection with Contextual and Linguistic Information Hongyu Gong • Kshitij Gupta • Akriti Jain • Suma Bhat	2020-07-01
Go Figure! Multi-task transformer-based architecture for metaphor detection using idioms: ETS team in 2020 metaphor shared task Xianyang Chen • Chee Wee (Ben) Leong • Michael Flor • Beata Beigman Klebanov	2020-07-01
Metaphor Detection Using Contextual Word Embeddings From Transformers Jerry Liu • Nathan O{'}Hara • Alex Rubin • er • Rachel Draelos • Cynthia Rudin	2020-07-01
Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task Jenna Kanerva • Filip Ginter • Sampo Pyysalo	2020-07-01
K\opsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding Daniel Hershcovich • Miryam de Lhoneux • Artur Kulmizev • Elham Pejhan • Joakim Nivre	2020-07-01
RobertNLP at the IWPT 2020 Shared Task: Surprisingly Simple Enhanced UD Parsing for English Stefan Gr{\"u}newald • Annemarie Friedrich	2020-07-01
POSTECH Submission on Duolingo Shared Task Junsu Park • Hongseok Kwon • Jong-Hyeok Lee	2020-07-01
Robust Prediction of Punctuation and Truecasing for Medical ASR Monica Sunkara • Srikanth Ronanki • Kalpit Dixit • Sravan Bodapati • Katrin Kirchhoff	2020-07-01
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT Ashutosh Adhikari • Achyudh Ram • Raphael Tang • William L. Hamilton • Jimmy Lin	2020-07-01
Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference Cemil Cengiz • Deniz Yuret	2020-07-01
A Metric Learning Approach to Misogyny Categorization Juan Manuel Coria • Sahar Ghannay • Sophie Rosset • Herv{\'e} Bredin	2020-07-01
Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation Alessio Miaschi • Felice Dell{'}Orletta	2020-07-01
What's in a Name? Are BERT Named Entity Representations just as Good for any other Name? Sriram Balasubramanian • Naman Jain • Gaurav Jindal • Abhijeet Awasthi • Sunita Sarawagi	2020-07-01
Getting the \#\#life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology? Stav Klein • Reut Tsarfaty	2020-07-01
SentiTel: TABSA for Twitter reviews on Uganda Telecoms David Kabiito • Joyce Nakatumba Nabende	2020-07-01
Adversarial Evaluation of BERT for Biomedical Named Entity Recognition Vladimir Araujo • Andr{\'e}s Carvallo • Denis Parra	2020-07-01
On-The-Fly Information Retrieval Augmentation for Language Models Hai Wang • David McAllester	2020-07-01
Exploiting the Logits: Joint Sign Language Recognition and Spell-Correction Christina Runkel • Stefan Dorenkamp • Hartmut Bauermeister • Michael Moeller	2020-07-01
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity Jordan J. Bird • Diego R. Faria • Anikó Ekárt • Cristiano Premebida • Pedro P. S. Ayrosa	2020-07-01
BERTERS: Multimodal Representation Learning for Expert Recommendation System with Transformer N. Nikzad-Khasmakhi • M. A. Balafar • M. Reza Feizi-Derakhshi • Cina Motamed	2020-06-30
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks \| R. Robinson • Q. Dou • D. C. Castro • K. Kamnitsas • M. de Groot • R. M. Summers • D. Rueckert • B. Glocker	2020-06-30
Enabling Continual Learning with Differentiable Hebbian Plasticity Vithursan Thangarasa • Thomas Miconi • Graham W. Taylor	2020-06-30
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding Dmitry Lepikhin • HyoukJoong Lee • Yuanzhong Xu • Dehao Chen • Orhan Firat • Yanping Huang • Maxim Krikun • Noam Shazeer • Zhifeng Chen	2020-06-30
Correction of Faulty Background Knowledge based on Condition Aware and Revise Transformer for Question Answering Xinyan Zhao • Xiao Feng • Haoming Zhong • Jun Yao • Huanhuan Chen	2020-06-30
SE3M: A Model for Software Effort Estimation Using Pre-trained Embedding Models Eliane M. De Bortoli Fávero • Dalcimar Casanova • Andrey Ricardo Pimentel	2020-06-30
Data Movement Is All You Need: A Case Study on Optimizing Transformers Andrei Ivanov • Nikoli Dryden • Tal Ben-Nun • Shigang Li • Torsten Hoefler	2020-06-30
Segmentation Approach for Coreference Resolution Task Aref Jafari • Ali Ghodsi	2020-06-30
Simplifying Models with Unlabeled Output Data Sang Michael Xie • Tengyu Ma • Percy Liang	2020-06-29
Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks \| Emma Rocheteau • Pietro Liò • Stephanie Hyland	2020-06-29
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis Jean-Benoit Delbrouck • Noé Tits • Mathilde Brousmiche • Stéphane Dupont	2020-06-29
Multi-Head Attention: Collaborate Instead of Concatenate \| Jean-Baptiste Cordonnier • Andreas Loukas • Martin Jaggi	2020-06-29
Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa Katikapalli Subramanyam Kalyan • S. Sangeetha	2020-06-29
Improving Sequence Tagging for Vietnamese Text Using Transformer-based Neural Models Viet Bui The • Oanh Tran Thi • Phuong Le-Hong	2020-06-29
Knowledge-Aware Language Model Pretraining Corby Rosset • Chenyan Xiong • Minh Phan • Xia Song • Paul Bennett • Saurabh Tiwary	2020-06-29
Interpreting Hierarchical Linguistic Interactions in DNNs Die Zhang • Huilin Zhou • Xiaoyi Bao • Da Huo • Ruizhao Chen • Xu Cheng • Hao Zhang • Mengyue Wu • Quanshi Zhang	2020-06-29
Rethinking Positional Encoding in Language Pre-training \| Guolin Ke • Di He • Tie-Yan Liu	2020-06-28
Self-Attention Networks for Intent Detection Sevinj Yolchuyeva • Géza Németh • Bálint Gyires-Tóth	2020-06-28
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates \| Ke Sun • Zigang Geng • Depu Meng • Bin Xiao • Dong Liu • Zhaoxiang Zhang • Jingdong Wang	2020-06-28
Causal Explanations of Image Misclassifications Yan Min • Miles Bennett	2020-06-28
Progressive Generation of Long Text \| Bowen Tan • Zichao Yang • Maruan AI-Shedivat • Eric P. Xing • Zhiting Hu	2020-06-28
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision \| Chen Liang • Yue Yu • Haoming Jiang • Siawpeng Er • Ruijia Wang • Tuo Zhao • Chao Zhang	2020-06-28
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization Beliz Gunel • Chenguang Zhu • Michael Zeng • Xuedong Huang	2020-06-27
Video-Grounded Dialogues with Pretrained Generation Language Models Hung Le • Steven C. H. Hoi	2020-06-27
Normalizador Neural de Datas e Endereços Gustavo Plensack • Paulo Finardi	2020-06-27
What they do when in doubt: a study of inductive biases in seq2seq learners Eugene Kharitonov • Rahma Chaabouni	2020-06-26
TURL: Table Understanding through Representation Learning \| Xiang Deng • Huan Sun • Alyssa Lees • You Wu • Cong Yu	2020-06-26
BERTology Meets Biology: Interpreting Attention in Protein Language Models \| Jesse Vig • Ali Madani • Lav R. Varshney • Caiming Xiong • Richard Socher • Nazneen Fatema Rajani	2020-06-26
Conditional Set Generation with Transformers Adam R Kosiorek • Hyunjik Kim • Danilo J Rezende	2020-06-26
DRACO: Co-Optimizing Hardware Utilization, and Performance of DNNs on Systolic Accelerator Nandan Kumar Jha • Shreyas Ravishankar • Sparsh Mittal • Arvind Kaushik • Dipan Mandal • Mahesh Chandra	2020-06-26
Expandable YOLO: 3D Object Detection from RGB-D Images Masahiro Takahashi • Alessandro Moro • Yonghoon Ji • Kazunori Umeda	2020-06-26
COVID-19 detection using Residual Attention Network an Artificial Intelligence approach Vishal Sharma • Curtis Dyreson	2020-06-26
Learning Source Phrase Representations for Neural Machine Translation Hongfei Xu • Josef van Genabith • Deyi Xiong • Qiuhui Liu • Jingyi Zhang	2020-06-25
Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering Chiranjib Sur	2020-06-25
SACT: Self-Aware Multi-Space Feature Composition Transformer for Multinomial Attention for Video Captioning Chiranjib Sur	2020-06-25
Fully Convolutional Open Set Segmentation Hugo Oliveira • Caio Silva • Gabriel L. S. Machado • Keiller Nogueira • Jefersson A. dos Santos	2020-06-25
FastSpec: Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings \| M. Caner Tol • Koray Yurtseven • Berk Gulmezoglu • Berk Sunar	2020-06-25
Normalizing Text using Language Modelling based on Phonetics and String Similarity Fenil Doshi • Jimit Gandhi • Deep Gosalia • Sudhir Bagul	2020-06-25
LSBert: A Simple Framework for Lexical Simplification \| Jipeng Qiang • Yun Li • Yi Zhu • Yunhao Yuan • Xindong Wu	2020-06-25
Vision-Based Fall Event Detection in Complex Background Using Attention Guided Bi-directional LSTM Yong Chen • Lu Wang • Jiajia Hu • Mingbin Ye	2020-06-24
Differentiable Window for Dynamic Local Attention Thanh-Tung Nguyen • Xuan-Phi Nguyen • Shafiq Joty • Xiaoli Li	2020-06-24
Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes Shuai Zheng • Haibin Lin • Sheng Zha • Mu Li	2020-06-24
Efficient Constituency Parsing by Pointing Thanh-Tung Nguyen • Xuan-Phi Nguyen • Shafiq Joty • Xiaoli Li	2020-06-24
IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency Jiarui Cai • Yizhou Wang • Haotian Zhang • Hung-Min Hsu • Chengqian Ma • Jenq-Neng Hwang	2020-06-24
On the Difficulty of Designing Processor Arrays for Deep Neural Networks \| Kevin Stehle • Günther Schindler • Holger Fröning	2020-06-24
A Novel and Reliable Deep Learning Web-Based Tool to Detect COVID-19 Infection from Chest CT-Scan \| Abdolkarim Saeedi • Maryam Saeedi • Arash Maghsoudi	2020-06-24
Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data Rui Dai • Shenkun Xu • Qian Gu • Chenguang Ji • Kaikui Liu	2020-06-23
Bach or Mock? A Grading Function for Chorales in the Style of J.S. Bach Alexander Fang • Alisa Liu • Prem Seetharaman • Bryan Pardo	2020-06-23
Distilling Object Detectors with Task Adaptive Regularization Ruoyu Sun • Fuhui Tang • Xiaopeng Zhang • Hongkai Xiong • Qi Tian	2020-06-23
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks \| Eugene Lee • Chen-Yi Lee	2020-06-23
Self-supervised edge features for improved Graph Neural Network training Arijit Sehanobish • Neal G. Ravindra • David van Dijk	2020-06-23
A Self-Attention Network based Node Embedding Model Dai Quoc Nguyen • Tu Dinh Nguyen • Dinh Phung	2020-06-22
Exploring Software Naturalness through Neural Language Models Luca Buratti • Saurabh Pujar • Mihaela Bornea • Scott McCarley • Yunhui Zheng • Gaetano Rossiello • Alessandro Morari • Jim Laredo • Veronika Thost • Yufan Zhuang • Giacomo Domeniconi	2020-06-22
ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion \| BingningWang • Ting Yao • Qi Zhang • Jingfang Xu • Xiaochuan Wang	2020-06-22
Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage Shijing Si • Rui Wang • Jedrek Wosik • Hao Zhang • David Dov • Guoyin Wang • Ricardo Henao • Lawrence Carin	2020-06-22
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation Yong Cheng • Lu Jiang • Wolfgang Macherey • Jacob Eisenstein	2020-06-21
The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2 Assaf Singer • Katharina Kann	2020-06-21
Off-Policy Self-Critical Training for Transformer in Visual Paragraph Generation Shiyang Yan • Yang Hua • Neil M. Robertson	2020-06-21
A Universal Representation Transformer Layer for Few-Shot Image Classification \| Lu Liu • William Hamilton • Guodong Long • Jing Jiang • Hugo Larochelle	2020-06-21
Memory Transformer Mikhail S. Burtsev • Grigory V. Sapunov	2020-06-20
Sarcasm Detection in Tweets with BERT and GloVe Embeddings Akshay Khatri • Pranav P • Dr. Anand Kumar M	2020-06-20
End-to-end deep metamodeling to calibrate and optimize energy loads Max Cohen • Maurice Charbit • Sylvain Le Corff • Marius Preda • Gilles Nozière	2020-06-19
New Vietnamese Corpus for Machine ReadingComprehension of Health News Articles Kiet Van Nguyen • Duc-Vu Nguyen • Anh Gia-Tuan Nguyen • Ngan Luu-Thuy Nguyen	2020-06-19
A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19 \| David Oniani • Yanshan Wang	2020-06-19
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? Forrest N. Iandola • Albert E. Shaw • Ravi Krishna • Kurt W. Keutzer # 12 NATURAL LANGUAGE INFERENCE ON RTE	2020-06-19
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax \| Yu Li • Tao Wang • Bingyi Kang • Sheng Tang • Chunfeng Wang • Jintao Li • Jiashi Feng	2020-06-18
Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing Szu-Wei Fu • Chien-Feng Liao • Tsun-An Hsieh • Kuo-Hsuan Hung • Syu-Siang Wang • Cheng Yu • Heng-Cheng Kuo • Ryandhimas E. Zezario • You-Jin Li • Shang-Yi Chuang • Yen-Ju Lu • Yu Tsao	2020-06-18
Multi-branch Attentive Transformer \| Yang Fan • Shufang Xie • Yingce Xia • Lijun Wu • Tao Qin • Xiang-Yang Li • Tie-Yan Liu # 3 MACHINE TRANSLATION ON WMT2014 ENGLISH-GERMAN	2020-06-18
I-BERT: Inductive Generalization of Transformer to Arbitrary Context Lengths \| Hyoungwook Nam • Seung Byum Seo • Vikram Sharma Mailthody • Noor Michael • Lan Li	2020-06-18
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization Yao Zhao • Mohammad Saleh • Peter J. Liu	2020-06-18
Record fusion: A learning approach Alireza Heidari • George Michalopoulos • Shrinu Kushagra • Ihab F. Ilyas • Theodoros Rekatsinas	2020-06-18
Sparse GPU Kernels for Deep Learning Trevor Gale • Matei Zaharia • Cliff Young • Erich Elsen	2020-06-18
SenWave: Monitoring the Global Sentiments under the COVID-19 Pandemic Qiang Yang • Hind Alamro • Somayah Albaradei • Adil Salhi • Xiaoting Lv • Changsheng Ma • Manal Alshehri • Inji Jaber • Faroug Tifratene • Wei Wang • Takashi Gojobori • Carlos M. Duarte • Xin Gao • Xiangliang Zhang	2020-06-18
Neural Architecture Optimization with Graph VAE Jian Li • Yong Liu • Jiankun Liu • Weiping Wang	2020-06-18
Differentiable Augmentation for Data-Efficient GAN Training \| Shengyu Zhao • Zhijian Liu • Ji Lin • Jun-Yan Zhu • Song Han # 2 IMAGE GENERATION ON IMAGENET 128X128	2020-06-18
Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers Pallav Kumar Bera • Can Isik	2020-06-17
Mitosis Detection Under Limited Annotation: A Joint Learning Approach Pushpak Pati • Antonio Foncubierta-Rodriguez • Orcun Goksel • Maria Gabrani	2020-06-17
Automatically Ranked Russian Paraphrase Corpus for Text Generation Vadim Gudkov • Olga Mitrofanova • Elizaveta Filippskikh	2020-06-17
Learning Visual Commonsense for Robust Scene Graph Generation Alireza Zareian • Haoxuan You • Zhecan Wang • Shih-Fu Chang	2020-06-17
Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition Zhaoqiang Xia • Wei Peng • Huai-Qian Khor • Xiaoyi Feng • Guoying Zhao	2020-06-17
Fine-Grained Stochastic Architecture Search Shraman Ray Chaudhuri • Elad Eban • Hanhan Li • Max Moroz • Yair Movshovitz-Attias	2020-06-17
Exploring the BERT Cross-Lingual Transferability: a Case Study in Reading Comprehension Konovalov V. P. • Gulyaev P. A. • Sorokin A. A. • Kuratov Y. M. • Burtsev M. S.	2020-06-17
Tagging and parsing of multidomain collections \| Alexey Sorokin • Ivan Smurov • Denis Kirianov	2020-06-17
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning \| Arman Haghanifar • Mahdiyar Molahasani Majdabadi • Younhee Choi • S. Deivalakshmi • Seokbum Ko # 1 PNEUMONIA DETECTION ON COVID-19 CXR DATASET	2020-06-16
Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs Martin Schmitt • Leonardo F. R. Ribeiro • Philipp Dufter • Iryna Gurevych • Hinrich Schütze	2020-06-16
GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals Xiangmin Lun • Shuyue Jia • Yimin Hou • Yan Shi • Yang Li • Hanrui Yang • Shu Zhang • Jinglei Lv	2020-06-16
Selective Question Answering under Domain Shift Amita Kamath • Robin Jia • Percy Liang	2020-06-16
Improving accuracy and speeding up Document Image Classification through parallel systems Javier Ferrando • Juan Luis Dominguez • Jordi Torres • Raul Garcia • David Garcia • Daniel Garrido • Jordi Cortada • Mateo Valero	2020-06-16
PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models \| Eyal Ben-David • Carmel Rabinovitz • Roi Reichart	2020-06-16
Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs Aditya Rajagopal • Diederik Adriaan Vink • Stylianos I. Venieris • Christos-Savvas Bouganis	2020-06-16
The SPPD System for Schema Guided Dialogue State Tracking Challenge Miao Li • Haoqi Xiong • Yunbo Cao	2020-06-16
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning Jie An • Tao Li • Haozhi Huang • Li Shen • Xuan Wang • Yongyi Tang • Jinwen Ma • Wei Liu • Jiebo Luo	2020-06-16
Scalable Cross Lingual Pivots to Model Pronoun Gender for Translation Kellie Webster • Emily Pitler	2020-06-16
End-to-End Code Switching Language Models for Automatic Speech Recognition Ahan M. R. • Shreyas Sunil Kulkarni	2020-06-16
Intriguing generalization and simplicity of adversarially trained neural networks Chirag Agarwal • Peijie Chen • Anh Nguyen	2020-06-16
Differentially-private Federated Neural Architecture Search \| Ishika Singh • Haoyi Zhou • Kunlin Yang • Meng Ding • Bill Lin • Pengtao Xie	2020-06-16
Fine-grained Human Evaluation of Transformer and Recurrent Approaches to Neural Machine Translation for English-to-Chinese \| Yuying Ye • Antonio Toral	2020-06-15
On the Multi-Property Extraction and Beyond Tomasz Dwojak • Michał Pietruszka • Łukasz Borchmann • Filip Graliński • Jakub Chłędowski	2020-06-15
Exploration of End-to-End ASR for OpenSTT -- Russian Open Speech-to-Text Dataset Andrei Andrusenko • Aleksandr Laptev • Ivan Medennikov	2020-06-15
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement Do-Guk Kim • Heung-Chang Lee	2020-06-15
Gradient Estimation with Stochastic Softmax Tricks Max B. Paulus • Dami Choi • Daniel Tarlow • Andreas Krause • Chris J. Maddison	2020-06-15
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images Nicholas Trieu • Sebastian Goodman • Pradyumna Narayana • Kazoo Sone • Radu Soricut	2020-06-15
ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation Antoine Saporta • Tuan-Hung Vu • Matthieu Cord • Patrick Pérez	2020-06-15
Neural Ensemble Search for Performant and Calibrated Predictions \| Sheheryar Zaidi • Arber Zela • Thomas Elsken • Chris Holmes • Frank Hutter • Yee Whye Teh	2020-06-15
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes Nils Gählert • Niklas Hanselmann • Uwe Franke • Joachim Denzler	2020-06-15
3D-ZeF: A 3D Zebrafish Tracking Benchmark Dataset Malte Pedersen • Joakim Bruslund Haurum • Stefan Hein Bengtson • Thomas B. Moeslund	2020-06-15
FinBERT: A Pretrained Language Model for Financial Communications \| Yi Yang • Mark Christopher Siy UY • Allen Huang	2020-06-15
Document Classification for COVID-19 Literature Bernal Jiménez Gutiérrez • Juncheng Zeng • Dongdong Zhang • Ping Zhang • Yu Su	2020-06-15
Cooking Is All About People: Comment Classification On Cookery Channels Using BERT and Classification Models (Malayalam-English Mix-Code) Subramaniam Kazhuparambil • Abhishek Kaushik	2020-06-15
Disentanglement for Discriminative Visual Recognition Xiaofeng Liu	2020-06-14
FinEst BERT and CroSloEngual BERT: less is more in multilingual models Matej Ulčar • Marko Robnik-Šikonja	2020-06-14
Few-shot Object Detection on Remote Sensing Images Jingyu Deng • Xiang Li • Yi Fang	2020-06-14
Equivalence in Deep Neural Networks via Conjugate Matrix Ensembles Mehmet Süzen	2020-06-14
Working with scale: 2nd place solution to Product Detection in Densely Packed Scenes [Technical Report] \| Artem Kozlov	2020-06-14
Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya Abrhalei Tela • Abraham Woubie • Ville Hautamaki	2020-06-13
Uncertainty Estimation with Infinitesimal Jackknife, Its Distribution and Mean-Field Approximation Zhiyun Lu • Eugene Ie • Fei Sha	2020-06-13
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search Helia Hashemi • Hamed Zamani • W. Bruce Croft	2020-06-13
Temporal Fusion Network for Temporal Action Localization:Submission to ActivityNet Challenge 2020 (Task E) Zhiwu Qing • Xiang Wang • Yongpeng Sang • Changxin Gao • Shiwei Zhang • Nong Sang	2020-06-13
Modelling High-Level Mathematical Reasoning in Mechanised Declarative Proofs Wenda Li • Lei Yu • Yuhuai Wu • Lawrence C. Paulson	2020-06-13
Neural Architecture Search using Bayesian Optimisation with Weisfeiler-Lehman Kernel Binxin Ru • Xingchen Wan • Xiaowen Dong • Michael Osborne	2020-06-13
Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks Lili Wang • Ruibo Liu • Soroush Vosoughi	2020-06-13
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech Thomas Searle • Zina Ibrahim • Richard Dobson	2020-06-12
Sparse and Continuous Attention Mechanisms André F. T. Martins • Marcos Treviso • António Farinhas • Vlad Niculae • Mário A. T. Figueiredo • Pedro M. Q. Aguiar # 16 VISUAL QUESTION ANSWERING ON VQA V2 TEST-STD	2020-06-12
Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences Marissa A. Weis • Kashyap Chitta • Yash Sharma • Wieland Brendel • Matthias Bethge • Andreas Geiger • Alexander S. Ecker	2020-06-12
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? Shen Yan • Yu Zheng • Wei Ao • Xiao Zeng • Mi Zhang	2020-06-12
Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners Rob Geada • Dennis Prangle • Andrew Stephen McGough	2020-06-12
Dance Revolution: Long Sequence Dance Generation with Music via Curriculum Learning \| Ruozi Huang • Huang Hu • Wei Wu • Kei Sawada • Mi Zhang	2020-06-11
FastPitch: Parallel Text-to-speech with Pitch Prediction Adrian Łańcucki	2020-06-11
Privacy-Aware Activity Classification from First Person Office Videos Partho Ghosh • Md. Abrar Istiak • Nayeeb Rashid • Ahsan Habib Akash • Ridwan Abrar • Ankan Ghosh Dastider • Asif Shahriyar Sushmit • Taufiq Hasan	2020-06-11
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages Pedro Javier Ortiz Suárez • Laurent Romary • Benoît Sagot	2020-06-11
Rethinking Pre-training and Self-training \| Barret Zoph • Golnaz Ghiasi • Tsung-Yi Lin • Yin Cui • Hanxiao Liu • Ekin D. Cubuk • Quoc V. Le # 1 SEMANTIC SEGMENTATION ON PASCAL VOC 2012 VAL	2020-06-11
Few-shot Neural Architecture Search Yiyang Zhao • Linnan Wang • Yuandong Tian • Rodrigo Fonseca • Tian Guo	2020-06-11
TensorFlow with user friendly Graphical Framework for object detection API \| Heemoon Yoon • Sang-Hee Lee • Mira Park	2020-06-11
Training Generative Adversarial Networks with Limited Data \| Tero Karras • Miika Aittala • Janne Hellsten • Samuli Laine • Jaakko Lehtinen • Timo Aila	2020-06-11
Implicit Kernel Attention Kyungwoo Song • Yohan Jung • Dongjun Kim • Il-Chul Moon	2020-06-11
Extrapolation for Large-batch Training in Deep Learning Tao Lin • Lingjing Kong • Sebastian U. Stich • Martin Jaggi	2020-06-10
Revisiting Few-sample BERT Fine-tuning \| Tianyi Zhang • Felix Wu • Arzoo Katiyar • Kilian Q. Weinberger • Yoav Artzi	2020-06-10
AMER: Automatic Behavior Modeling and Interaction Exploration in Recommender System Pengyu Zhao • Kecheng Xiao • Yuanxing Zhang • Kaigui Bian • Wei Yan	2020-06-10
MC-BERT: Efficient Language Pre-Training via a Meta Controller \| Zhenhui Xu • Linyuan Gong • Guolin Ke • Di He • Shuxin Zheng • Liwei Wang • Jiang Bian • Tie-Yan Liu	2020-06-10
A t-distribution based operator for enhancing out of distribution robustness of neural network classifiers \| Niccolò Antonello • Philip N. Garner	2020-06-09
Graph-Aware Transformer: Is Attention All Graphs Need? Sanghyun Yoo • Young-Seok Kim • Kang Hyun Lee • Kuhwan Jeong • Junhwi Choi • Hoshik Lee • Young Sang Choi	2020-06-09
HausaMT v1.0: Towards English-Hausa Neural Machine Translation Adewale Akinfaderin	2020-06-09
Unsupervised Paraphrase Generation using Pre-trained Language Models Chaitra Hegde • Shrikumar Patil	2020-06-09
Few-Shot Generative Conversational Query Rewriting \| Shi Yu • Jiahua Liu • Jingqin Yang • Chenyan Xiong • Paul Bennett • Jianfeng Gao • Zhiyuan Liu	2020-06-09
Bombus Species Image Classification Venkat Margapuri • George Lavezzi • Robert Stewart • Dan Wagner	2020-06-09
Linformer: Self-Attention with Linear Complexity \| Sinong Wang • Belinda Z. Li • Madian Khabsa • Han Fang • Hao Ma	2020-06-08
Modeling Discourse Structure for Document-level Neural Machine Translation Junxuan Chen • Xiang Li • Jiarui Zhang • Chulun Zhou • Jianwei Cui • Bin Wang • Jinsong Su	2020-06-08
MultiSpeech: Multi-Speaker Text to Speech with Transformer Mingjian Chen • Xu Tan • Yi Ren • Jin Xu • Hao Sun • Sheng Zhao • Tao Qin	2020-06-08
More Information Supervised Probabilistic Deep Face Embedding Learning Ying Huang • Shangfeng Qiu • Wenwei Zhang • Xianghui Luo • Jinzhuo Wang	2020-06-08
Learning to Count Words in Fluent Speech enables Online Speech Recognition \| George Sterpu • Christian Saam • Naomi Harte	2020-06-08
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers Tim Z. Xiao • Aidan N. Gomez • Yarin Gal	2020-06-08
Neural Architecture Search without Training \| Joseph Mellor • Jack Turner • Amos Storkey • Elliot J. Crowley	2020-06-08
FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber Analysis Max Frei • Frank Einar Kruis	2020-06-08
Revisiting the Train Loss: an Efficient Performance Estimator for Neural Architecture Search Binxin Ru • Clare Lyle • Lisa Schut • Mark van der Wilk • Yarin Gal	2020-06-08
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution Pravendra Singh • Pratik Mazumder • Vinay P. Namboodiri	2020-06-08
Deep Neural Network Based Real-time Kiwi Fruit Flower Detection in an Orchard Environment JongYoon Lim • Ho Seok Ahn • Mahla Nejati • Jamie Bell • Henry Williams • Bruce A. MacDonald	2020-06-08
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines \| Marius Mosbach • Maksym Andriushchenko • Dietrich Klakow	2020-06-08
Learning disconnected manifolds: a no GANs land Ugo Tanielian • Thibaut Issenhuth • Elvis Dohmatob • Jeremie Mary	2020-06-08
Big GANs Are Watching You: Towards Unsupervised Object Segmentation with Off-the-Shelf Generative Models \| Andrey Voynov • Stanislav Morozov • Artem Babenko	2020-06-08
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images Mete Ahishali • Aysen Degerli • Mehmet Yamac • Serkan Kiranyaz • Muhammad E. H. Chowdhury • Khalid Hameed • Tahir Hamid • Rashid Mazhar • Moncef Gabbouj	2020-06-07
Learning Texture Transformer Network for Image Super-Resolution Fuzhi Yang • Huan Yang • Jianlong Fu • Hongtao Lu • Baining Guo	2020-06-07
Neural Networks Out-of-Distribution Detection: Hyperparameter-Free Isotropic Maximization Loss, The Principle of Maximum Entropy, Cold Training, and Branched Inferences \| David Macêdo • Teresa Ludermir	2020-06-07
EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks \| Hojjat Salehinejad • Shahrokh Valaee	2020-06-07
Pre-training Polish Transformer-based Language Models at Scale \| Sławomir Dadas • Michał Perełkiewicz • Rafał Poświata	2020-06-07
BERT Loses Patience: Fast and Robust Inference with Early Exit \| Wangchunshu Zhou • Canwen Xu • Tao Ge • Julian McAuley • Ke Xu • Furu Wei	2020-06-07
Efficient Architecture Search for Continual Learning Qiang Gao • Zhipeng Luo • Diego Klabjan	2020-06-07
Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings Katikapalli Subramanyam Kalyan • S. Sangeetha	2020-06-07
Challenges and Thrills of Legal Arguments Anurag Pallaprolu • Radha Vaidya • Aditya Swaroop Attawar	2020-06-06
Conditional Neural Architecture Search Sheng-Chun Kao • Arun Ramamurthy • Reed Williams • Tushar Krishna	2020-06-06
A Robust Attentional Framework for License Plate Recognition in the Wild Linjiang Zhang • Peng Wang • Hui Li • Zhen Li • Chunhua Shen • Yanning Zhang	2020-06-06
Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers Krzysztof Choromanski • Valerii Likhosherstov • David Dohan • Xingyou Song • Jared Davis • Tamas Sarlos • David Belanger • Lucy Colwell • Adrian Weller	2020-06-05
GMAT: Global Memory Augmentation for Transformers \| Ankit Gupta • Jonathan Berant	2020-06-05
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing \| Zihang Dai • Guokun Lai • Yiming Yang • Quoc V. Le # 4 READING COMPREHENSION ON RACE	2020-06-05
An Overview of Neural Network Compression James O' Neill	2020-06-05
DeBERTa: Decoding-enhanced BERT with Disentangled Attention \| Pengcheng He • Xiaodong Liu • Jianfeng Gao • Weizhu Chen	2020-06-05
Learning to Rank Learning Curves Martin Wistuba • Tejaswini Pedapati	2020-06-05
Black-box Explanation of Object Detectors via Saliency Maps Vitali Petsiuk • Rajiv Jain • Varun Manjunatha • Vlad I. Morariu • Ashutosh Mehra • Vicente Ordonez • Kate Saenko	2020-06-05
Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection Omid Mohamad Nezami • Akshay Chaturvedi • Mark Dras • Utpal Garain	2020-06-05
Accelerating Natural Language Understanding in Task-Oriented Dialog Ojas Ahuja • Shrey Desai	2020-06-05
UDPipe at EvaLatin 2020: Contextualized Embeddings and Treebank Embeddings Milan Straka • Jana Straková	2020-06-05
End-to-End Speech-Translation with Knowledge Distillation: [email protected] Marco Gaido • Mattia Antonino Di Gangi • Matteo Negri • Marco Turchi	2020-06-04
The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain Annemarie Friedrich • Heike Adel • Federico Tomazic • Johannes Hingerl • Renou Benteau • Anika Maruscyk • Lukas Lange	2020-06-04
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks Gašper Beguš	2020-06-04
Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images Taimur Hassan • Muhammad Usman Akram • Naoufel Werghi	2020-06-04
Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion \| Lixiang Ru • Bo Du • Chen Wu	2020-06-03
Efficient refinements on YOLOv3 for real-time detection and assessment of diabetic foot Wagner grades Aifu Han • Yongze Zhang • Ajuan Li • Changjin Li • Fengying Zhao • Qiujie Dong • Qin Liu • Yanting Liu • Ximei Shen • Sunjie Yan • Shengzong Zhou	2020-06-03
Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 \| Virapat Kieuvongngam • Bowen Tan • Yiming Niu	2020-06-03
On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior Ethan Gotlieb Wilcox • Jon Gauthier • Jennifer Hu • Peng Qian • Roger Levy	2020-06-02
Subjective Question Answering: Deciphering the inner workings of Transformers in the realm of subjectivity Lukas Muttenthaler	2020-06-02
WikiBERT models: deep transfer learning for many languages Sampo Pyysalo • Jenna Kanerva • Antti Virtanen • Filip Ginter	2020-06-02
Question Answering on Scholarly Knowledge Graphs Mohamad Yaser Jaradeh • Markus Stocker • Sören Auer	2020-06-02
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension Jie Cai • Zhengzhou Zhu • Ping Nie • Qian Liu	2020-06-02
Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses Trong Huy Phan • Kazuma Yamamoto	2020-06-02
BERT Based Multilingual Machine Comprehension in English and Hindi \| Somil Gupta • Nilesh Khade # 1 MULTILINGUAL MACHINE COMPREHENSION IN ENGLISH HINDI ON EXTENDED XQUAD	2020-06-02
Exploring Cross-sentence Contexts for Named Entity Recognition with BERT Jouni Luoma • Sampo Pyysalo	2020-06-02
Grafted network for person re-identification Jiabao Wang • Yang Li • Shanshan Jiao • Zhuang Miao • Rui Zhang	2020-06-02
Position Masking for Language Models Andy Wagner • Tiyasa Mitra • Mrinal Iyer • Godfrey Da Costa • Marc Tremblay	2020-06-02
Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English Maha Elbayad • Michael Ustaszewski • Emmanuelle Esperança-Rodier • Francis Brunet Manquat • Laurent Besacier	2020-06-01
Context-based Transformer Models for Answer Sentence Selection Ivano Lauriola • Alessandro Moschitti	2020-06-01
Unsupervised Sparse-view Backprojection via Convolutional and Spatial Transformer Networks Xueqing Liu • Paul Sajda	2020-06-01
Image Search With Text Feedback by Visiolinguistic Attention Learning \| Yanbei Chen • Shaogang Gong • Loris Bazzani	2020-06-01
Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation Lingjing Wang • Xiang Li • Yi Fang	2020-06-01
Probabilistic Structural Latent Representation for Unsupervised Embedding Mang Ye • Jianbing Shen	2020-06-01
RDCFace: Radial Distortion Correction for Face Recognition He Zhao • Xianghua Ying • Yongjie Shi • Xin Tong • Jingsi Wen • Hongbin Zha	2020-06-01
FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions Shaohua Li • Kaiping Xue • Bin Zhu • Chenkai Ding • Xindi Gao • David Wei • Tao Wan	2020-06-01
ActBERT: Learning Global-Local Video-Text Representations Linchao Zhu • Yi Yang	2020-06-01
Emergence of Separable Manifolds in Deep Language Representations Jonathan Mamou • Hang Le • Miguel Del Rio • Cory Stephenson • Hanlin Tang • Yoon Kim • SueYeon Chung	2020-06-01
Conversational Machine Comprehension: a Literature Review Somil Gupta • Bhanu Pratap Singh Rawat	2020-06-01
When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions Yanai Elazar • Shauli Ravfogel • Alon Jacovi • Yoav Goldberg	2020-06-01
A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge \| Anshuman Suri • Mayank Vatsa • Richa Singh # 1 HETEROGENEOUS FACE RECOGNITION ON DISGUISED FACES IN THE WILD 2019	2020-06-01
BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach Albara Ah Ramli • Rex Liu • Rahul Krishnamoorthy • Vishal I B • Xiaoxiao Wang • Ilias Tagkopoulos • Xin Liu	2020-06-01
An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features Shi-Yan Weng • Tien-Hong Lo • Berlin Chen	2020-06-01
BERT-based Ensembles for Modeling Disclosure and Support in Conversational Social Media Text Tanvi Dadu • Kartikey Pant • Radhika Mamidi # 1 TEXT CLASSIFICATION ON AFFCON 2020 EMOTION DETECTION	2020-06-01
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning Peiye Liu • Bo Wu • Huadong Ma • Mingoo Seok	2020-06-01
All in One Bad Weather Removal Using Architectural Search Ruoteng Li • Robby T. Tan • Loong-Fah Cheong	2020-06-01
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization Miao Zhang • Huiqi Li • Shirui Pan • Xiaojun Chang • Steven Su	2020-06-01
Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer Yerlan Idelbayev • Miguel A. Carreira-Perpinan	2020-06-01
SP-NAS: Serial-to-Parallel Backbone Search for Object Detection Chenhan Jiang • Hang Xu • Wei Zhang • Xiaodan Liang • Zhenguo Li	2020-06-01
Video Instance Segmentation Tracking With a Modified VAE Architecture Chung-Ching Lin • Ying Hung • Rogerio Feris • Linglin He	2020-06-01
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS Gabriel Bender • Hanxiao Liu • Bo Chen • Grace Chu • Shuyang Cheng • Pieter-Jan Kindermans • Quoc V. Le	2020-06-01
Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization \| Lourenco V. Pato • Renato Negrinho • Pedro M. Q. Aguiar	2020-06-01
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning Zhewei Yao • Amir Gholami • Sheng Shen • Kurt Keutzer • Michael W. Mahoney	2020-06-01
A U-Net Based Discriminator for Generative Adversarial Networks Edgar Schonfeld • Bernt Schiele • Anna Khoreva	2020-06-01
BPGC at SemEval-2020 Task 11: Propaganda Detection in News Articles with Multi-Granularity Knowledge Sharing and Linguistic Features based Ensemble Learning Rajaswa Patil • Somesh Singh • Swati Agarwal	2020-05-31
CNRL at SemEval-2020 Task 5: Modelling Causal Reasoning in Language with Multi-Head Self-Attention Weights based Counterfactual Detection Rajaswa Patil • Veeky Baths	2020-05-31
Neural Entity Linking: A Survey of Models based on Deep Learning Ozge Sevgili • Artem Shelmanov • Mikhail Arkhipov • Alexander Panchenko • Chris Biemann	2020-05-31
"Judge me by my size (noun), do you?'' YodaLib: A Demographic-Aware Humor Generation Framework Aparna Garimella • Carmen Banea • Nabil Hossain • Rada Mihalcea	2020-05-31
LRG at SemEval-2020 Task 7: Assessing the Ability of BERT and Derivative Models to Perform Short-Edits based Humor Grading Siddhant Mahurkar • Rajaswa Patil	2020-05-31
CLARINET: A RISC-V Based Framework for Posit Arithmetic Empiricism Riya Jain • Niraj Sharma • Farhad Merchant • Sachin Patkar • Rainer Leupers	2020-05-30
Joint Person Objectness and Repulsion for Person Search Hantao Yao • Changsheng Xu	2020-05-30
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction J. D. Bodapati • N. Veeranjaneyulu • S. N. Shareef • S. Hakak • M. Bilal • P. K. R. Maddikunta • O. Jo	2020-05-30
Detecting Problem Statements in Peer Assessments Yunkai Xiao • Gabriel Zingle • Qinjin Jia • Harsh R. Shah • Yi Zhang • Tianyi Li • Mohsin Karovaliya • Weixiang Zhao • Yang Song • Jie Ji • Ashwin Balasubramaniam • Harshit Patel • Priyankha Bhalasubbramanian • Vikram Patel • Edward F. Gehringer	2020-05-30
First Neural Conjecturing Datasets and Experiments Josef Urban • Jan Jakubův	2020-05-29
Probabilistic Object Classification using CNN ML-MAP layers G. Melotti • C. Premebida • J. J. Bird • D. R. Faria • N. Gonçalves	2020-05-29
Using Large Pretrained Language Models for Answering User Queries from Product Specifications Kalyani Roy • Smit Shah • Nithish Pai • Jaidam Ramtej • Prajit Prashant Nadkarn • Jyotirmoy Banerjee • Pawan Goyal • Surender Kumar	2020-05-29
WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation Qiufu Li • Linlin Shen	2020-05-29
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions Mao Ye • Chengyue Gong • Qiang Liu	2020-05-29
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks Gabriel García • Rocío del Amor • Adrián Colomer • Valery Naranjo	2020-05-29
A Comparative Study of Lexical Substitution Approaches based on Neural Language Models Nikolay Arefyev • Boris Sheludko • Alexander Podolskiy • Alexander Panchenko	2020-05-29
Stance Prediction for Contemporary Issues: Data and Experiments \| Marjan Hosseinia • Eduard Dragut • Arjun Mukherjee	2020-05-29
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing \| Hanrui Wang • Zhanghao Wu • Zhijian Liu • Han Cai • Ligeng Zhu • Chuang Gan • Song Han	2020-05-28
Variational Neural Machine Translation with Normalizing Flows Hendra Setiawan • Matthias Sperber • Udhay Nallasamy • Matthias Paulik	2020-05-28
Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking Thibault Févry • Nicholas FitzGerald • Livio Baldini Soares • Tom Kwiatkowski	2020-05-28
Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification Danilo Avola • Luigi Cinque • Alessio Fagioli • Sebastiano Filetti • Giorgio Grani • Emanuele Rodolà	2020-05-28
Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs Behnam Pourghassemi • Chenghao Zhang • Joo Hwan Lee • Aparna Chandramowlishwaran	2020-05-28
On Incorporating Structural Information to improve Dialogue Response Generation \| Nikita Moghe • Priyesh Vijayan • Balaraman Ravindran • Mitesh M. Khapra	2020-05-28
Language Models are Few-Shot Learners \| Tom B. Brown • Benjamin Mann • Nick Ryder • Melanie Subbiah • Jared Kaplan • Prafulla Dhariwal • Arvind Neelakantan • Pranav Shyam • Girish Sastry • Amanda Askell • Sandhini Agarwal • Ariel Herbert-Voss • Gretchen Krueger • Tom Henighan • Rewon Child • Aditya Ramesh • Daniel M. Ziegler • Jeffrey Wu • Clemens Winter • Christopher Hesse • Mark Chen • Eric Sigler • Mateusz Litwin • Scott Gray • Benjamin Chess • Jack Clark • Christopher Berner • Sam McCandlish • Alec Radford • Ilya Sutskever • Dario Amodei # 1 LANGUAGE MODELLING ON PENN TREEBANK (WORD LEVEL)	2020-05-28
Insertion-Based Modeling for End-to-End Automatic Speech Recognition Yuya Fujita • Shinji Watanabe • Motoi Omachi • Xuankai Chan	2020-05-27
General-Purpose User Embeddings based on Mobile App Usage \| Junqi Zhang • Bing Bai • Ye Lin • Jian Liang • Kun Bai • Fei Wang	2020-05-27
Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds \| Zhongpai Gao • Guangtao Zhai • Junchi Yan • Xiaokang Yang	2020-05-27
Approximating periodic functions and solving differential equations using a novel type of Fourier Neural Networks Marieme Ngom • Oana Marin	2020-05-27
Few-Shot Open-Set Recognition using Meta-Learning Bo Liu • Hao Kang • Haoxiang Li • Gang Hua • Nuno Vasconcelos	2020-05-27
Syntactic Structure Distillation Pretraining For Bidirectional Encoders Adhiguna Kuncoro • Lingpeng Kong • Daniel Fried • Dani Yogatama • Laura Rimell • Chris Dyer • Phil Blunsom	2020-05-27
CausaLM: Causal Model Explanation Through Counterfactual Language Models Amir Feder • Nadav Oved • Uri Shalit • Roi Reichart	2020-05-27
Transition-based Semantic Dependency Parsing with Pointer Networks Daniel Fernández-González • Carlos Gómez-Rodríguez	2020-05-27
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3 Petr Hurtik • Vojtech Molek • Jan Hula • Marek Vajgl • Pavel Vlasanek • Tomas Nejezchleba	2020-05-27
SSM-Net for Plants Disease Identification in Low Data Regime Shruti Jadon	2020-05-27
Evolutionary NAS with Gene Expression Programming of Cellular Encoding \| Clifford Broni-Bediako • Yuki Murata • Luiz Henrique Mormille • Masayasu Atsumi	2020-05-27
Towards the Infeasibility of Membership Inference on Deep Models Shahbaz Rezaei • Xin Liu	2020-05-27
An ENAS Based Approach for Constructing Deep Learning Models for Breast Cancer Recognition from Ultrasound Images Mohammed Ahmed • Hongbo Du • Alaa AlZoubi	2020-05-27
Language Representation Models for Fine-Grained Sentiment Classification Brian Cheang • Bailey Wei • David Kogan • Howey Qiu • Masud Ahmed	2020-05-27
Network Fusion for Content Creation with Conditional INNs Robin Rombach • Patrick Esser • Björn Ommer	2020-05-27
Perceptual Extreme Super Resolution Network with Receptive Field Block Taizhang Shang • Qiuju Dai • Shengchen Zhu • Tong Yang • Yandong Guo	2020-05-26
End-to-End Object Detection with Transformers \| Nicolas Carion • Francisco Massa • Gabriel Synnaeve • Nicolas Usunier • Alexander Kirillov • Sergey Zagoruyko # 2 PANOPTIC SEGMENTATION ON COCO PANOPTIC	2020-05-26
GECToR -- Grammatical Error Correction: Tag, Not Rewrite \| Kostiantyn Omelianchuk • Vitaliy Atrasevych • Artem Chernodub • Oleksandr Skurzhanskyi # 1 GRAMMATICAL ERROR CORRECTION ON BEA-2019 (TEST)	2020-05-26
Guiding Symbolic Natural Language Grammar Induction via Transformer-Based Sequence Probabilities Ben Goertzel • Andres Suarez Madrigal • Gino Yu	2020-05-26
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition Lei Kang • Pau Riba • Marçal Rusiñol • Alicia Fornés • Mauricio Villegas	2020-05-26
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction Saadullah Amin • Katherine Ann Dunfield • Anna Vechkaeva • Günter Neumann	2020-05-26
What Are People Asking About COVID-19? A Question Classification Dataset \| Jerry Wei • Chengyu Huang • Soroush Vosoughi • Jason Wei	2020-05-26
ParsBERT: Transformer-based Model for Persian Language Understanding \| Mehrdad Farahani • Mohammad Gharachorloo • Marzieh Farahani • Mohammad Manthouri	2020-05-26
BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection \| Jihyung Moon • Won Ik Cho • Junbum Lee	2020-05-26
Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep Learning \| Leslie Ching Ow Tiong • Jeongrae Kim • Sang Soo Han • Donghun Kim	2020-05-26
Comparing BERT against traditional machine learning text classification Santiago González-Carvajal • Eduardo C. Garrido-Merchán	2020-05-26
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining Zachariah Zhang • Jingshu Liu • Narges Razavian	2020-05-26
Deep Learning Models for Automatic Summarization Pirmin Lemberger	2020-05-25
The Unreasonable Volatility of Neural Machine Translation Models Marzieh Fadaee • Christof Monz	2020-05-25
An Audio-enriched BERT-based Framework for Spoken Multiple-choice Question Answering Chia-Chih Kuo • Shang-Bao Luo • Kuan-Yu Chen	2020-05-25
Køpsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding \| Daniel Hershcovich • Miryam de Lhoneux • Artur Kulmizev • Elham Pejhan • Joakim Nivre	2020-05-25
Egocentric Human Segmentation for Mixed Reality Andrija Gajic • Ester Gonzalez-Sosa • Diego Gonzalez-Morin • Marcos Escudero-Viñolo • Alvaro Villegas	2020-05-25
Pointwise Paraphrase Appraisal is Potentially Problematic Hannah Chen • Yangfeng Ji • David Evans	2020-05-25
Adversarial NLI for Factual Correctness in Text Summarisation Models Mario Barrantes • Benedikt Herudek • Richard Wang	2020-05-24
Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model Satoru Katsumata • Mamoru Komachi	2020-05-24
MASK: A flexible framework to facilitate de-identification of clinical texts Nikola Milosevic • Gangamma Kalappa • Hesam Dadafarin • Mahmoud Azimaee • Goran Nenadic	2020-05-24
Robust Object Detection under Occlusion with Context-Aware CompositionalNets Angtian Wang • Yihong Sun • Adam Kortylewski • Alan Yuille	2020-05-24
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding Chen Liu • Su Zhu • Zijian Zhao • Ruisheng Cao • Lu Chen • Kai Yu	2020-05-24
Joint Training Capsule Network for Cold Start Recommendation Tingting Liang • Congying Xia • Yuyu Yin • Philip S. Yu	2020-05-23
Devising Malware Characterstics using Transformers Simra Shahid • Tanmay Singh • Yash Sharma • Kapil Sharma	2020-05-23
Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI Anas Tahir • Yazan Qiblawey • Amith Khandakar • Tawsifur Rahman • Uzair Khurshid • Farayi Musharavati • M. T. Islam • Serkan Kiranyaz • Muhammad E. H. Chowdhury	2020-05-23
Self-Training for Domain Adaptive Scene Text Detection Yudi Chen • Wei Wang • Yu Zhou • Fei Yang • Dongbao Yang • Weiping Wang	2020-05-23
Character-level Transformer-based Neural Machine Translation Nikolay Banar • Walter Daelemans • Mike Kestemont	2020-05-22
A Generative Approach to Titling and Clustering Wikipedia Sections Anjalie Field • Sascha Rothe • Simon Baumgartner • Cong Yu • Abe Ittycheriah	2020-05-22
Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection Danni Liu • Gerasimos Spanakis • Jan Niehues	2020-05-22
Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media Xiangjue Dong • Changmao Li • Jinho D. Choi	2020-05-22
Comparative Study of Machine Learning Models and BERT on SQuAD Devshree Patel • Param Raval • Ratnam Parikh • Yesha Shastri	2020-05-22
L2R2: Leveraging Ranking for Abductive Reasoning \| Yunchang Zhu • Liang Pang • Yanyan Lan • Xueqi Cheng	2020-05-22
KL-Divergence-Based Region Proposal Network for Object Detection Geonseok Seo • Jaeyoung Yoo • Jaeseok Choi • Nojun Kwak	2020-05-22
Living Machines: A study of atypical animacy Mariona Coll Ardanuy • Federico Nanni • Kaspar Beelen • Kasra Hosseini • Ruth Ahnert • Jon Lawrence • Katherine McDonough • Giorgia Tolfo • Daniel CS Wilson • Barbara McGillivray	2020-05-22
Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models Mengxi Wei • Yifan He • Qiong Zhang	2020-05-22
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction Laila Rasmy • Yang Xiang • Ziqian Xie • Cui Tao • Degui Zhi	2020-05-22
Simplified Self-Attention for Transformer-based End-to-End Speech Recognition Haoneng Luo • Shiliang Zhang • Ming Lei • Lei Xie	2020-05-21
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning Zhiping Zeng • Van Tung Pham • Haihua Xu • Yerbolat Khassanov • Eng Siong Chng • Chongjia Ni • Bin Ma	2020-05-21
TASO: Time and Space Optimization for Memory-Constrained DNN Inference Yuan Wen • Andrew Anderson • Valentin Radu • Michael F. P. O'Boyle • David Gregg	2020-05-21
Powering One-shot Topological NAS with Stabilized Share-parameter Proxy Ronghao Guo • Chen Lin • Chuming Li • Keyu Tian • Ming Sun • Lu Sheng • Junjie Yan	2020-05-21
Text-to-Text Pre-Training for Data-to-Text Tasks \| Mihir Kale # 1 DATA-TO-TEXT GENERATION ON MULTIWOZ 2.1	2020-05-21
Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality Prudhvi Thirumalaraju • Manoj Kumar Kanakasabapathy • Charles L Bormann • Raghav Gupta • Rohan Pooniwala • Hemanth Kandula • Irene Souter • Irene Dimitriadis • Hadi Shafiee	2020-05-21
Applying the Transformer to Character-level Transduction Shijie Wu • Ryan Cotterell • Mans Hulden	2020-05-20
Investigation of Large-Margin Softmax in Neural Language Modeling Jingjing Huo • Yingbo Gao • Weiyue Wang • Ralf Schlüter • Hermann Ney	2020-05-20
Relative Positional Encoding for Speech Recognition and Direct Translation Ngoc-Quan Pham • Thanh-Le Ha • Tuan-Nam Nguyen • Thai-Son Nguyen • Elizabeth Salesky • Sebastian Stueker • Jan Niehues • Alexander Waibel	2020-05-20
A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition Dongwei Jiang • Wubo Li • Ruixiong Zhang • Miao Cao • Ne Luo • Yang Han • Wei Zou • Xiangang Li	2020-05-20
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks Naveen Panwar • Tarun Tater • Anush Sankaran • Senthil Mani	2020-05-20
BERTweet: A pre-trained language model for English Tweets \| Dat Quoc Nguyen • Thanh Vu • Anh Tuan Nguyen	2020-05-20
Classification of Industrial Control Systems screenshots using Transfer Learning Pablo Blanco Medina • Eduardo Fidalgo Fernandez • Enrique Alegre • Francisco Jáñez Martino • Roberto A. Vasco-Carofilis • Víctor Fidalgo Villar	2020-05-20
Creative Artificial Intelligence -- Algorithms vs. humans in an incentivized writing competition Nils Köbis • Luca Mossink	2020-05-20
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval Dehong Gao • Linbo Jin • Ben Chen • Minghui Qiu • Peng Li • Yi Wei • Yi Hu • Hao Wang	2020-05-20
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2 \| Rahimzadeh • Mohammad; Attar • Abolfazl	2020-05-20
Comparing Transformers and RNNs on predicting human sentence processing data Danny Merkx • Stefan L. Frank	2020-05-19
Normalized Attention Without Probability Cage \| Oliver Richter • Roger Wattenhofer	2020-05-19
Should we hard-code the recurrence concept or learn it instead ? Exploring the Transformer architecture for Audio-Visual Speech Recognition \| George Sterpu • Christian Saam • Naomi Harte	2020-05-19
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt Hangyu Lin • Yanwei Fu • Yu-Gang Jiang • Xiangyang Xue	2020-05-19
Exploring Transformers for Large-Scale Speech Recognition Liang Lu • Changliang Liu • Jinyu Li • Yifan Gong	2020-05-19
Cross-lingual Transfer Learning for Dialogue Act Recognition Jiří Martínek • Christophe Cerisara • Pavel Král • Ladislav Lenc	2020-05-19
Table Search Using a Deep Contextualized Language Model Zhiyu Chen • Mohamed Trabelsi • Jeff Heflin • Yinan Xu • Brian D. Davison	2020-05-19
Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models Martin Kotuliak • Sandro E. Schoenborn • Andrei Dan	2020-05-19
MaskFace: multi-task face and landmark detector Dmitry Yashunin • Tamir Baydasov • Roman Vlasov	2020-05-19
Self-supervised Transfer Learning for Instance Segmentation through Physical Interaction \| Andreas Eitel • Nico Hauff • Wolfram Burgard	2020-05-19
A Transformer-based Embedding Model for Personalized Product Search Keping Bi • Qingyao Ai • W. Bruce Croft	2020-05-18
Entropy-Augmented Entropy-Regularized Reinforcement Learning and a Continuous Path from Policy Gradient to Q-Learning Donghoon Lee	2020-05-18
Efficient Wait-k Models for Simultaneous Machine Translation Maha Elbayad • Laurent Besacier • Jakob Verbeek	2020-05-18
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction Cunjun Yu • Xiao Ma • Jiawei Ren • Haiyu Zhao • Shuai Yi	2020-05-18
Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels Junran Peng • Xingyuan Bu • Ming Sun • Zhaoxiang Zhang • Tieniu Tan • Junjie Yan	2020-05-18
Many-to-Many Voice Transformer Network Hirokazu Kameoka • Wen-Chin Huang • Kou Tanaka • Takuhiro Kaneko • Nobukatsu Hojo • Tomoki Toda	2020-05-18
GPT-too: A language-model-first approach for AMR-to-text generation \| Manuel Mager • Ramon Fernandez Astudillo • Tahira Naseem • Md Arafat Sultan • Young-Suk Lee • Radu Florian • Salim Roukos # 1 AMR-TO-TEXT GENERATION ON LDC2017T10	2020-05-18
Weak-Attention Suppression For Transformer Based Speech Recognition Yangyang Shi • Yongqiang Wang • Chunyang Wu • Christian Fuegen • Frank Zhang • Duc Le • Ching-Feng Yeh • Michael L. Seltzer	2020-05-18
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict Yosuke Higuchi • Shinji Watanabe • Nanxin Chen • Tetsuji Ogawa • Tetsunori Kobayashi	2020-05-18
Audio ALBERT: A Lite BERT for Self-supervised Learning of Audio Representation Po-Han Chi • Pei-Hung Chung • Tsung-Han Wu • Chun-Cheng Hsieh • Shang-Wen Li • Hung-yi Lee	2020-05-18
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates Gengyan Zhao • Fang Liu • Jonathan A. Oler • Mary E. Meyerand • Ned H. Kalin • Rasmus M. Birn	2020-05-18
Are All Languages Created Equal in Multilingual BERT? Shijie Wu • Mark Dredze	2020-05-18
Cross-filter compression for CNN inference acceleration Fuyuan Lyu • Shien Zhu • Weichen Liu	2020-05-18
A Better Use of Audio-Visual Cues: Dense Video Captioning with Bi-modal Transformer \| Vladimir Iashin • Esa Rahtu # 1 DENSE VIDEO CAPTIONING ON ACTIVITYNET CAPTIONS	2020-05-17
Building a Hebrew Semantic Role Labeling Lexical Resource from Parallel Movie Subtitles Ben Eyal • Michael Elhadad	2020-05-17
Context-Based Quotation Recommendation Ansel MacLaughlin • Tao Chen • Burcu Karagol Ayan • Dan Roth	2020-05-17
Support-BERT: Predicting Quality of Question-Answer Pairs in MSDN using Deep Bidirectional Transformer Bhaskar Sen • Nikhil Gopal • Xinwei Xue	2020-05-17
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce \| Juntao Li • Chang Liu • Jian Wang • Lidong Bing • Hongsong Li • Xiaozhong Liu • Dongyan Zhao • Rui Yan	2020-05-17
Adversarial Training for Commonsense Inference Lis Pereira • Xiaodong Liu • Fei Cheng • Masayuki Asahara • Ichiro Kobayashi	2020-05-17
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data \| Pengcheng Yin • Graham Neubig • Wen-tau Yih • Sebastian Riedel # 1 SEMANTIC PARSING ON WIKITABLEQUESTIONS	2020-05-17
Conformer: Convolution-augmented Transformer for Speech Recognition \| Anmol Gulati • James Qin • Chung-Cheng Chiu • Niki Parmar • Yu Zhang • Jiahui Yu • Wei Han • Shibo Wang • Zhengdong Zhang • Yonghui Wu • Ruoming Pang	2020-05-16
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension Hongyu Gong • Yelong Shen • Dian Yu • Jianshu Chen • Dong Yu	2020-05-16
Streaming Transformer-based Acoustic Models Using Self-attention with Augmented Memory Chunyang Wu • Yongqiang Wang • Yangyang Shi • Ching-Feng Yeh • Frank Zhang	2020-05-16
IntelliCode Compose: Code Generation Using Transformer Alexey Svyatkovskiy • Shao Kun Deng • Shengyu Fu • Neel Sundaresan	2020-05-16
Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition Zhengkun Tian • Jiangyan Yi • Jianhua Tao • Ye Bai • Shuai Zhang • Zhengqi Wen	2020-05-16
A Deep Learning based Wearable Healthcare IoT Device for AI-enabled Hearing Assistance Automation Fraser Young • L Zhang • Richard Jiang • Han Liu • Conor Wall	2020-05-16
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang • Sicheng Wang • Meng Zhou • Jiayuan Ding • Pengtao Xie	2020-05-16
Leveraging Affective Bidirectional Transformers for Offensive Language Detection AbdelRahim Elmadany • Chiyu Zhang • Muhammad Abdul-Mageed • Azadeh Hashemi	2020-05-16
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter \| Martin Müller • Marcel Salathé • Per E Kummervold	2020-05-15
Neural Entity Linking on Technical Service Tickets Nadja Kurz • Felix Hamann • Adrian Ulges	2020-05-15
Finding Experts in Transformer Models Xavier Suau • Luca Zappella • Nicholas Apostoloff	2020-05-15
JDI-T: Jointly trained Duration Informed Transformer for Text-To-Speech without Explicit Alignment Dan Lim • Won Jang • Gyeonghwan O • Hyeyeong Park • Bongwan Kim • Jesam Yoon	2020-05-15
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model Da-Rong Liu • Chunxi Liu • Frank Zhang • Gabriel Synnaeve • Yatharth Saraf • Geoffrey Zweig	2020-05-15
Spelling Error Correction with Soft-Masked BERT \| Shaohua Zhang • Haoran Huang • Jicong Liu • Hang Li	2020-05-15
Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline David Helbig • Enrica Troiano • Roman Klinger	2020-05-15
ResMoNet: A Residual Mobile-based Network for Facial Emotion Recognition in Resource-Limited Systems Rodolfo Ferro-Pérez • Hugo Mitre-Hernandez	2020-05-15
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach \| Jeovane Honorio Alves • Lucas Ferrari de Oliveira	2020-05-15
HNAS: Hierarchical Neural Architecture Search on Mobile Devices Xin Xia • Wenrui Ding	2020-05-15
[email protected] at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT Saja Khaled Tawalbeh • Mahmoud Hammad • Mohammad AL-Smadi	2020-05-15
NIT-Agartala-NLP-Team at SemEval-2020 Task 8: Building Multimodal Classifiers to tackle Internet Humor Steve Durairaj Swamy • Shubham Laddha • Basil Abdussalam • Debayan Datta • Anupam Jamatia	2020-05-14
A pre-training technique to localize medical BERT and enhance BioBERT \| Shoya Wada • Toshihiro Takeda • Shiro Manabe • Shozo Konishi • Jun Kamohara • Yasushi Matsumura	2020-05-14
Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement Minh-Chuong Huynh • Trung-Hieu Nguyen • Minh-Triet Tran	2020-05-13
The Unstoppable Rise of Computational Linguistics in Deep Learning James Henderson	2020-05-13
On the Global Convergence Rates of Softmax Policy Gradient Methods Jincheng Mei • Chenjun Xiao • Csaba Szepesvari • Dale Schuurmans	2020-05-13
Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging Feifan Wang	2020-05-13
Parallel Corpus Filtering via Pre-trained Language Models Boliang Zhang • Ajay Nagesh • Kevin Knight	2020-05-13
Large Scale Multi-Actor Generative Dialog Modeling Alex Boyd • Raul Puri • Mohammad Shoeybi • Mostofa Patwary • Bryan Catanzaro	2020-05-13
Entity-Enriched Neural Models for Clinical Question Answering \| Bhanu Pratap Singh Rawat • Wei-Hung Weng • Preethi Raghavan • Peter Szolovits	2020-05-13
On the Robustness of Language Encoders against Grammatical Errors Fan Yin • Quanyu Long • Tao Meng • Kai-Wei Chang	2020-05-12
Discriminative Multi-modality Speech Recognition \| Bo Xu • Cheng Lu • Yandong Guo • Jacob Wang # 3 LIPREADING ON LIP READING IN THE WILD	2020-05-12
Simultaneous paraphrasing and translation by fine-tuning Transformer models Rakesh Chada	2020-05-12
Train and Deploy an Image Classifier for Disaster Response Jianyu Mao • Kiana Harris • Nae-Rong Chang • Caleb Pennell • Yiming Ren	2020-05-12
Apple Defect Detection Using Deep Learning Based Object Detection For Better Post Harvest Handling Paolo Valdez	2020-05-12
End-To-End Speech Synthesis Applied to Brazilian Portuguese \| Edresson Casanova • Arnaldo Candido Junior • Christopher Shulby • Frederico Santos de Oliveira • João Paulo Teixeira • Moacir Antonelli Ponti • Sandra Maria Aluisio	2020-05-11
Deep-Learning-based Automated Palm Tree Counting and Geolocation in Large Farms from Aerial Geotagged Images Adel Ammar • Anis Koubaa	2020-05-11
SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model Baolin Peng • Chunyuan Li • Jinchao Li • Shahin Shayandeh • Lars Liden • Jianfeng Gao	2020-05-11
Hierarchical Attention Transformer Architecture For Syntactic Spell Correction Abhishek Niranjan • M Ali Basha Shaik • Kushal Verma	2020-05-11
Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition Ye Bai • Jiangyan Yi • Jianhua Tao • Zhengkun Tian • Zhengqi Wen • Shuai Zhang	2020-05-11
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning \| Jie Lei • Liwei Wang • Yelong Shen • Dong Yu • Tamara L. Berg • Mohit Bansal	2020-05-11
On the Generation of Medical Dialogues for COVID-19 \| Wenmian Yang • Guangtao Zeng • Bowen Tan • Zeqian Ju • Subrato Chakravorty • Xuehai He • Shu Chen • Xingyi Yang • Qingyang Wu • Zhou Yu • Eric Xing • Pengtao Xie	2020-05-11
Detecting Adverse Drug Reactions from Twitter through Domain-Specific Preprocessing and BERT Ensembling Amy Breden • Lee Moore	2020-05-11
Epipolar Transformers \| Yihui He • Rui Yan • Katerina Fragkiadaki • Shoou-I Yu # 2 3D HUMAN POSE ESTIMATION ON HUMAN3.6M	2020-05-10
How Context Affects Language Models' Factual Predictions Fabio Petroni • Patrick Lewis • Aleksandra Piktus • Tim Rocktäschel • Yuxiang Wu • Alexander H. Miller • Sebastian Riedel	2020-05-10
Transformer Based Language Models for Similar Text Retrieval and Ranking Javed Qadrud-Din • Ashraf Bah Rabiou • Ryan Walker • Ravi Soni • Martin Gajek • Gabriel Pack • Akhil Rangaraj	2020-05-10
Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi • John Hewitt • Christopher D. Manning	2020-05-09
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations \| Samson Tan • Shafiq Joty • Min-Yen Kan • Richard Socher	2020-05-09
SocialTrans: A Deep Sequential Model with Social Information for Web-Scale Recommendation Systems Qiaoan Chen • Hao Gu • Lingling Yi • Yishi Lin • Peng He • Chuan Chen • Yangqiu Song	2020-05-09