Deep Learning-based Online Alternative Product Recommendations at Scale
Mingming Guo
•
Nian Yan
•
Xiquan Cui
•
San He Wu
•
Unaiza Ahsan
•
Rebecca West
•
Khalifeh Al Jadda
2021-04-15
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations
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Jonathan Herzig
•
Peter Shaw
•
Ming-Wei Chang
•
Kelvin Guu
•
Panupong Pasupat
•
Yuan Zhang
2021-04-15
Process Outcome Prediction: CNN vs. LSTM (with Attention)
Hans Weytjens
•
Jochen De Weerdt
2021-04-14
An Introduction of mini-AlphaStar
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Ruo-Ze Liu
•
Wenhai Wang
•
Yanjie Shen
•
Zhiqi Li
•
Yang Yu
•
Tong Lu
2021-04-14
Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations
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César Quilodrán-Casas
•
Rossella Arcucci
•
Laetitia Mottet
•
Yike Guo
•
Christopher Pain
2021-04-13
Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering
Daniel Fernández-González
•
Carlos Gómez-Rodríguez
2021-04-13
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense
Răzvan-Alexandru Smădu
•
Dumitru-Clementin Cercel
•
Mihai Dascalu
2021-04-13
Large-Scale Contextualised Language Modelling for Norwegian
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Andrey Kutuzov
•
Jeremy Barnes
•
Erik Velldal
•
Lilja Øvrelid
•
Stephan Oepen
2021-04-13
MeToo Tweets Sentiment Analysis Using Multi Modal frameworks
Rushil Thareja
2021-04-12
Better Feature Integration for Named Entity Recognition
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Lu Xu
•
Zhanming Jie
•
Wei Lu
•
Lidong Bing
2021-04-12
WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Smoothed Labels
Nan Bai
•
Renqian Luo
•
Pirouz Nourian
•
Ana Pereira Roders
2021-04-12
Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure
Miao Yin
•
Siyu Liao
•
Xiao-Yang Liu
•
Xiaodong Wang
•
Bo Yuan
2021-04-12
Predicting the Accuracy of Early-est Earthquake Magnitude Estimates with an LSTM Neural Network: A Preliminary Analysis
Massimo Nazaria
2021-04-12
Learning representations with end-to-end models for improved remaining useful life prognostics
Alaaeddine Chaoub
•
Alexandre Voisin
•
Christophe Cerisara
•
Benoît Iung
2021-04-11
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
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Arun Babu
•
Akshat Shrivastava
•
Armen Aghajanyan
•
Ahmed Aly
•
Angela Fan
•
Marjan Ghazvininejad
2021-04-11
Identifying and Categorizing Offensive Language in Social Media
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Nikhil Oswal
2021-04-10
Boosted Embeddings for Time Series Forecasting
Sankeerth Rao Karingula
•
Nandini Ramanan
•
Rasool Tahsambi
•
Mehrnaz Amjadi
•
Deokwoo Jung
•
Ricky Si
•
Charanraj Thimmisetty
•
Claudionor Nunes Coelho Jr
2021-04-10
Q-matrix Unaware Double JPEG Detection using DCT-Domain Deep BiLSTM Network
Vinay Verma
•
Deepak Singh
•
Nitin Khanna
2021-04-10
Relating Adversarially Robust Generalization to Flat Minima
David Stutz
•
Matthias Hein
•
Bernt Schiele
2021-04-09
Direct Differentiable Augmentation Search
Aoming Liu
•
Zehao Huang
•
Zhiwu Huang
•
Naiyan Wang
2021-04-09
Speaker-conditioned Target Speaker Extraction based on Customized LSTM Cells
Ragini Sinha
•
Marvin Tammen
•
Christian Rollwage
•
Simon Doclo
2021-04-09
Text2Chart: A Multi-Staged Chart Generator from Natural Language Text
Md. Mahinur Rashid
•
Hasin Kawsar Jahan
•
Annysha Huzzat
•
Riyasaat Ahmed Rahul
•
Tamim Bin Zakir
•
Farhana Meem
•
Md. Saddam Hossain Mukta
•
Swakkhar Shatabda
2021-04-09
Grapheme-to-Phoneme Transformer Model for Transfer Learning Dialects
Eric Engelhart
•
Mahsa Elyasi
•
Gaurav Bharaj
2021-04-08
CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets
Jia Wang
•
Tong Sun
•
Benyuan Liu
•
Yu Cao
•
Hongwei Zhu
2021-04-08
M-Net with Bidirectional ConvLSTM for Cup and Disc Segmentation in Fundus Images
Maleeha Khalid Khan
•
Syed Muhammad Anwar
2021-04-08
Predicting Inflation with Neural Networks
Livia Paranhos
2021-04-08
Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air
Satvik Garg
•
Himanshu Jindal
2021-04-07
Combining Pre-trained Word Embeddings and Linguistic Features for Sequential Metaphor Identification
Rui Mao
•
Chenghua Lin
•
Frank Guerin
2021-04-07
Visual Alignment Constraint for Continuous Sign Language Recognition
Yuecong Min
•
Aiming Hao
•
Xiujuan Chai
•
Xilin Chen
2021-04-06
Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation
Emilio Parisotto
•
Ruslan Salakhutdinov
2021-04-04
KnowGraph@IITK at SemEval-2021 Task 11: Building KnowledgeGraph for NLP Research
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Shashank Shailabh
•
Sajal Chaurasia
•
Ashutosh Modi
2021-04-04
"Forget" the Forget Gate: Estimating Anomalies in Videos using Self-contained Long Short-Term Memory Networks
Habtamu Fanta
•
Zhiwen Shao
•
Lizhuang Ma
2021-04-03
COHORTNEY: Deep Clustering for Heterogeneous Event Sequences
Vladislav Zhuzhel
•
Rodrigo Rivera-Castro
•
Nina Kaploukhaya
•
Liliya Mironova
•
Alexey Zaytsev
•
Evgeny Burnaev
2021-04-03
Sexism detection: The first corpus in Algerian dialect with a code-switching in Arabic/ French and English
Imane Guellil
•
Ahsan Adeel
•
Faical Azouaou
•
Mohamed Boubred
•
Yousra Houichi
•
Akram Abdelhaq Moumna
2021-04-03
GRN: Generative Rerank Network for Context-wise Recommendation
Yufei Feng
•
Binbin Hu
•
Yu Gong
•
Fei Sun
•
Qingwen Liu
•
Wenwu Ou
2021-04-02
Canonical and Surface Morphological Segmentation for Nguni Languages
|
Tumi Moeng
•
Sheldon Reay
•
Aaron Daniels
•
Jan Buys
2021-04-01
SRA-LSTM: Social Relationship Attention LSTM for Human Trajectory Prediction
Yusheng Peng
•
Gaofeng Zhang
•
Jun Shi
•
Benzhu Xu
•
Liping Zheng
2021-03-31
Drowsiness Detection Based On Driver Temporal Behavior Using a New Developed Dataset
Farnoosh Faraji
•
Faraz Lotfi
•
Javad Khorramdel
•
Ali Najafi
•
Ali Ghaffari
2021-03-31
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks
Xuye Liu
•
Dakuo Wang
•
April Wang
•
Lingfei Wu
2021-03-31
AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation
Imke van Heerden
•
Anil Bas
2021-03-30
Representing ELMo embeddings as two-dimensional text online
Andrey Kutuzov
•
Elizaveta Kuzmenko
2021-03-30
A Comparative Evaluation of Predominant Deep Learning Quantified Stock Trading Strategies
Haohan Zhang
2021-03-29
Industry Scale Semi-Supervised Learning for Natural Language Understanding
Luoxin Chen
•
Francisco Garcia
•
Varun Kumar
•
He Xie
•
Jianhua Lu
2021-03-29
Evaluation of deep learning models for multi-step ahead time series prediction
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Rohitash Chandra
•
Shaurya Goyal
•
Rishabh Gupta
2021-03-26
Guided Training: A Simple Method for Single-channel Speaker Separation
Hao Li
•
Xueliang Zhang
•
Guanglai Gao
2021-03-26
Jointly Modeling Heterogeneous Student Behaviors and Interactions Among Multiple Prediction Tasks
Haobing Liu
•
Yanmin Zhu
•
Tianzi Zang
•
Yanan Xu
•
Jiadi Yu
•
Feilong Tang
2021-03-25
Structured Co-reference Graph Attention for Video-grounded Dialogue
Junyeong Kim
•
Sunjae Yoon
•
Dahyun Kim
•
Chang D. Yoo
2021-03-24
A VAE-Based Bayesian Bidirectional LSTM for Renewable Energy Forecasting
Devinder Kaur
•
Shama Naz Islam
•
Md. Apel Mahmud
2021-03-24
Robust and Accurate Object Detection via Adversarial Learning
Xiangning Chen
•
Cihang Xie
•
Mingxing Tan
•
Li Zhang
•
Cho-Jui Hsieh
•
Boqing Gong
2021-03-23
Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors
Davi Pedrosa de Aguiar
•
Otávio Augusto Silva
•
Fabricio Murai
2021-03-22
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset
Atharva Kulkarni
•
Meet Mandhane
•
Manali Likhitkar
•
Gayatri Kshirsagar
•
Raviraj Joshi
2021-03-21
Spatio-Temporal Data Mining for Aviation Delay Prediction
Kai Zhang
•
Yushan Jiang
•
Dahai Liu
•
Houbing Song
2021-03-20
Patch AutoAugment
|
Shiqi Lin
•
Tao Yu
•
Ruoyu Feng
•
Zhibo Chen
2021-03-20
Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents
Ashish Shenoy
•
Sravan Bodapati
•
Katrin Kirchhoff
2021-03-18
S3M: Siamese Stack (Trace) Similarity Measure
|
Aleksandr Khvorov
•
Roman Vasiliev
•
George Chernishev
•
Irving Muller Rodrigues
•
Dmitrij Koznov
•
Nikita Povarov
2021-03-18
Generating Adversarial Computer Programs using Optimized Obfuscations
|
Shashank Srikant
•
Sijia Liu
•
Tamara Mitrovska
•
Shiyu Chang
•
Quanfu Fan
•
Gaoyuan Zhang
•
Una-May O'Reilly
2021-03-18
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning
|
Yunbo Wang
•
Haixu Wu
•
Jianjin Zhang
•
Zhifeng Gao
•
Jianmin Wang
•
Philip S. Yu
•
Mingsheng Long
2021-03-17
Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning
Jafar Abdollahi
•
Amir Jalili Irani
•
Babak Nouri-Moghaddam
2021-03-15
Improving Generalization of Transfer Learning Across Domains Using Spatio-Temporal Features in Autonomous Driving
Shivam Akhauri
•
Laura Zheng
•
Tom Goldstein
•
Ming Lin
2021-03-15
Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems
Pedro J. Freire
•
Yevhenii Osadchuk
•
Bernhard Spinnler
•
Antonio Napoli
•
Wolfgang Schairer
•
Nelson Costa
•
Jaroslaw E. Prilepsky
•
Sergei K. Turitsyn
2021-03-15
A Survey of Forex and Stock Price Prediction Using Deep Learning
Zexin Hu
•
Yiqi Zhao
•
Matloob Khushi
2021-03-13
Sequential Random Network for Fine-grained Image Classification
Chaorong Li
•
Malu Zhang
•
Wei Huang
•
Fengqing Qin
•
Anping Zeng
•
Yuanyuan Huang
2021-03-12
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings
Linlin Liu
•
Thien Hai Nguyen
•
Shafiq Joty
•
Lidong Bing
•
Luo Si
2021-03-11
On Improving Deep Learning Trace Analysis with System Call Arguments
Quentin Fournier
•
Daniel Aloise
•
Seyed Vahid Azhari
•
François Tetreault
2021-03-11
Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling
Radha Kopparti
•
Tillman Weyde
2021-03-10
AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation
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Denis Gudovskiy
•
Luca Rigazio
•
Shun Ishizaka
•
Kazuki Kozuka
•
Sotaro Tsukizawa
2021-03-10
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack
Yam Sharon
•
David Berend
•
Yang Liu
•
Asaf Shabtai
•
Yuval Elovici
2021-03-10
CEQE: Contextualized Embeddings for Query Expansion
Shahrzad Naseri
•
Jeffrey Dalton
•
Andrew Yates
•
James Allan
2021-03-09
Decomposition-based hybrid wind speed forecasting model using deep bidirectional LSTM networks
K.U. Jaseena
•
Binsu C. Kovoor
2021-03-09
"Sharks are not the threat humans are": Argument Component Segmentation in School Student Essays
Tariq Alhindi
•
Debanjan Ghosh
2021-03-08
Translating the Unseen? Yoruba-English MT in Low-Resource, Morphologically-Unmarked Settings
Ife Adebara
•
Muhammad Abdul-Mageed
•
Miikka Silfverberg
2021-03-07
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection
Chia-Yu Hsu
•
Wenwen Li
2021-03-06
LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management
Jeremy Beauchamp
•
Razvan Bunescu
•
Cindy Marling
•
Zhongen Li
•
Chang Liu
2021-03-06
Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence
Seongsik Park
•
Harksoo Kim
2021-03-05
Prediction of financial time series using LSTM and data denoising methods
Qi Tang
•
Tongmei Fan
•
Ruchen Shi
•
Jingyan Huang
•
Yidan Ma
2021-03-05
Point Cloud based Hierarchical Deep Odometry Estimation
Farzan Erlik Nowruzi
•
Dhanvin Kolhatkar
•
Prince Kapoor
•
Robert Laganiere
2021-03-05
A Hybrid CNN-BiLSTM Voice Activity Detector
Nicholas Wilkinson
•
Thomas Niesler
2021-03-05
An Attention Based Neural Network for Code Switching Detection: English & Roman Urdu
Aizaz Hussain
•
Muhammad Umair Arshad
2021-03-03
Few-shot Learning for Slot Tagging with Attentive Relational Network
Cennet Oguz
•
Ngoc Thang Vu
2021-03-03
Dual Reinforcement-Based Specification Generation for Image De-Rendering
Ramakanth Pasunuru
•
David Rosenberg
•
Gideon Mann
•
Mohit Bansal
2021-03-02
On the Memory Mechanism of Tensor-Power Recurrent Models
|
Hejia Qiu
•
Chao Li
•
Ying Weng
•
Zhun Sun
•
Xingyu He
•
Qibin Zhao
2021-03-02
Sequential Place Learning: Heuristic-Free High-Performance Long-Term Place Recognition
|
Marvin Chancán
•
Michael Milford
2021-03-02
Extreme Volatility Prediction in Stock Market: When GameStop meets Long Short-Term Memory Networks
|
Yigit Alparslan
•
Edward Kim
2021-03-01
Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data
Bolu Oluwalade
•
Sunil Neela
•
Judy Wawira
•
Tobiloba Adejumo
•
Saptarshi Purkayastha
2021-02-28
Pedestrian Motion State Estimation From 2D Pose
Fei Li
•
Shiwei Fan
•
Pengzhen Chen
•
Xiangxu Li
2021-02-27
Retrieval Augmentation to Improve Robustness and Interpretability of Deep Neural Networks
|
Rita Parada Ramos
•
Patrícia Pereira
•
Helena Moniz
•
Joao Paulo Carvalho
•
Bruno Martins
2021-02-25
Hopeful_Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers
Ishan Sanjeev Upadhyay
•
Nikhil E
•
Anshul Wadhawan
•
Radhika Mamidi
2021-02-24
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures
Sanat Ramesh
•
Diego Dall'Alba
•
Cristians Gonzalez
•
Tong Yu
•
Pietro Mascagni
•
Didier Mutter
•
Jacques Marescaux
•
Paolo Fiorini
•
Nicolas Padoy
2021-02-24
From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detection
Quang Huu Pham
•
Viet Anh Nguyen
•
Linh Bao Doan
•
Ngoc N. Tran
•
Ta Minh Thanh
2021-02-24
Subword Pooling Makes a Difference
|
Judit Ács
•
Ákos Kádár
•
András Kornai
2021-02-22
Parallelizing Legendre Memory Unit Training
|
Narsimha Chilkuri
•
Chris Eliasmith
2021-02-22
The FaCells. An Exploratory Study about LSTM Layers on Face Sketches Classifiers
Xavier Ignacio González
2021-02-22
Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTM
Zahidul Islam
•
Mohammad Rukonuzzaman
•
Raiyan Ahmed
•
Md. Hasanul Kabir
•
Moshiur Farazi
2021-02-21
Delhi air quality prediction using LSTM deep learning models with a focus on COVID-19 lockdown
|
Animesh Tiwari
•
Rishabh Gupta
•
Rohitash Chandra
2021-02-21
Genetically Optimized Prediction of Remaining Useful Life
Shaashwat Agrawal
•
Sagnik Sarkar
•
Gautam Srivastava
•
Praveen Kumar Reddy Maddikunta
•
Thippa Reddy Gadekallu
2021-02-17
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters
Aston Zhang
•
Yi Tay
•
Shuai Zhang
•
Alvin Chan
•
Anh Tuan Luu
•
Siu Cheung Hui
•
Jie Fu
2021-02-17
Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil Parameters
Mohita Chaudhary
•
Mohamed Sadok Gastli
•
Lobna Nassar
•
Fakhri Karray
2021-02-17
Introducing the Hidden Neural Markov Chain framework
Elie Azeraf
•
Emmanuel Monfrini
•
Emmanuel Vignon
•
Wojciech Pieczynski
2021-02-17
Performance Dependency of LSTM and NAR Beamformers With Respect to Sensor Array Properties in V2I Scenario
Prateek Bhadauria
•
Ravi Kumar
•
Sanjay Sharma
2021-02-17
Spatio-Temporal Multi-step Prediction of Influenza Outbreaks
Jie Zhang
•
Kazumitsu Nawata
•
Hongyan Wu
2021-02-16
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries
Swathikiran Sudhakaran
•
Sergio Escalera
•
Oswald Lanz
2021-02-16
Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet
M. Onat Topal
•
Anil Bas
•
Imke van Heerden
2021-02-16
An AutoML-based Approach to Multimodal Image Sentiment Analysis
Vasco Lopes
•
António Gaspar
•
Luís A. Alexandre
•
João Cordeiro
2021-02-16
Recurrent Neural Network Assisted Transmitter Selection for Secrecy in Cognitive Radio Network
Shalini Tripathi
•
Chinmoy Kundu
•
Octavia A. Dobre
•
Ankur Bansal
•
Mark F. Flanagan
2021-02-16
MAPGN: MAsked Pointer-Generator Network for sequence-to-sequence pre-training
Mana Ihori
•
Naoki Makishima
•
Tomohiro Tanaka
•
Akihiko Takashima
•
Shota Orihashi
•
Ryo Masumura
2021-02-15
Certified Robustness to Programmable Transformations in LSTMs
Yuhao Zhang
•
Aws Albarghouthi
•
Loris D'Antoni
2021-02-15
Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning
Jaskirat Singh
•
Liang Zheng
2021-02-14
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages
|
Kushal Kedia
•
Abhilash Nandy
2021-02-14
indicnlp@ kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages
|
Kushal Kedia
•
Abhilash Nandy
2021-02-14
Neural Inverse Text Normalization
Monica Sunkara
•
Chaitanya Shivade
•
Sravan Bodapati
•
Katrin Kirchhoff
2021-02-12
Transformer Language Models with LSTM-based Cross-utterance Information Representation
|
G. Sun
•
C. Zhang
•
P. C. Woodland
2021-02-12
On Automatic Parsing of Log Records
|
Jared Rand
•
Andriy Miranskyy
2021-02-12
VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention
Peng Liu
•
Yuewen Cao
•
Songxiang Liu
•
Na Hu
•
Guangzhi Li
•
Chao Weng
•
Dan Su
2021-02-12
A reproduction of Apple's bi-directional LSTM models for language identification in short strings
|
Mads Toftrup
•
Søren Asger Sørensen
•
Manuel R. Ciosici
•
Ira Assent
2021-02-11
Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems
Mustafa Abdallah
•
Wo Jae Lee
•
Nithin Raghunathan
•
Charilaos Mousoulis
•
John W. Sutherland
•
Saurabh Bagchi
2021-02-11
Meta-Learning for Koopman Spectral Analysis with Short Time-series
Tomoharu Iwata
•
Yoshinobu Kawahara
2021-02-09
Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers
Shucong Zhang
•
Cong-Thanh Do
•
Rama Doddipatla
•
Erfan Loweimi
•
Peter Bell
•
Steve Renals
2021-02-09
Combination of window-sliding and prediction range method based on LSTM model for predicting cryptocurrency
Yifan Yao
•
Lina Wang
2021-02-09
Wake Word Detection with Streaming Transformers
Yiming Wang
•
Hang Lv
•
Daniel Povey
•
Lei Xie
•
Sanjeev Khudanpur
2021-02-08
Spoiler Alert: Using Natural Language Processing to Detect Spoilers in Book Reviews
|
Allen Bao
•
Marshall Ho
•
Saarthak Sangamnerkar
2021-02-07
Neural Data-to-Text Generation with LM-based Text Augmentation
Ernie Chang
•
Xiaoyu Shen
•
Dawei Zhu
•
Vera Demberg
•
Hui Su
2021-02-06
Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1
Fu-Shun Hsu
•
Shang-Ran Huang
•
Chien-Wen Huang
•
Chao-Jung Huang
•
Yuan-Ren Cheng
•
Chun-Chieh Chen
•
Jack Hsiao
•
Chung-Wei Chen
•
Li-Chin Chen
•
Yen-Chun Lai
•
Bi-Fang Hsu
•
Nian-Jhen Lin
•
Wan-Lin Tsai
•
Yi-Lin Wu
•
Tzu-Ling Tseng
•
Ching-Ting Tseng
•
Yi-Tsun Chen
•
Feipei Lai
2021-02-05
A review of motion planning algorithms for intelligent robotics
Chengmin Zhou
•
Bingding Huang
•
Pasi Fränti
2021-02-04
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment
Manzhu Yu
•
Fangcao Xu
•
Weiming Hu
•
Jian Sun
•
Guido Cervone
2021-02-04
Top-down Discourse Parsing via Sequence Labelling
Fajri Koto
•
Jey Han Lau
•
Timothy Baldwin
2021-02-03
DEFT: Detection Embeddings for Tracking
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Mohamed Chaabane
•
Peter Zhang
•
J. Ross Beveridge
•
Stephen O'Hara
2021-02-03
Deep Online Fused Video Stabilization
Zhenmei Shi
•
Fuhao Shi
•
Wei-Sheng Lai
•
Chia-Kai Liang
•
YIngyu Liang
2021-02-02
Text-to-hashtag Generation using Seq2seq Learning
Augusto Camargo
•
Wesley Carvalho
•
Felipe Peressim
2021-02-01
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays
Rahul Kumar
•
Sandeep Mathias
•
Sriparna Saha
•
Pushpak Bhattacharyya
2021-02-01
Contextualized Rewriting for Text Summarization
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Guangsheng Bao
•
Yue Zhang
2021-01-31
ICodeNet -- A Hierarchical Neural Network Approach for Source Code Author Identification
Pranali Bora
•
Tulika Awalgaonkar
•
Himanshu Palve
•
Raviraj Joshi
•
Purvi Goel
2021-01-30
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models
Rutuja Taware
•
Shraddha Varat
•
Gaurav Salunke
•
Chaitanya Gawande
•
Geetanjali Kale
•
Rahul Khengare
•
Raviraj Joshi
2021-01-30
Deep Reinforcement Learning-Based Product Recommender for Online Advertising
Milad Vaali Esfahaani
•
Yanbo Xue
•
Peyman Setoodeh
2021-01-30
Triple M: A Practical Text-to-speech Synthesis System With Multi-guidance Attention And Multi-band Multi-time LPCNet
Shilun Lin
•
Fenglong Xie
•
Li Meng
•
Xinhui Li
•
Li Lu
2021-01-30
Deep learning via LSTM models for COVID-19 infection forecasting in India
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Rohitash Chandra
•
Ayush Jain
•
Divyanshu Singh Chauhan
2021-01-28
An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms
Salman Seyedi
•
Li Xiong
•
Shamim Nemati
•
Gari D. Clifford
2021-01-28
Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources
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Kirill Milintsevich
•
Kairit Sirts
2021-01-28
LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing
Takashi Oya
•
Shigeo Morishima
2021-01-28
Fine-Grained Named Entity Typing over Distantly Supervised Data via Refinement in Hyperbolic Space
Muhammad Asif Ali
•
Yifang Sun
•
Bing Li
•
Wei Wang
2021-01-27
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker
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Yen-Ting Lin
•
Yun-Nung Chen
2021-01-27
Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings
Katharina Kann
•
Mauro M. Monsalve-Mercado
2021-01-26
Deep Video Inpainting Detection
Peng Zhou
•
Ning Yu
•
Zuxuan Wu
•
Larry S. Davis
•
Abhinav Shrivastava
•
Ser-Nam Lim
2021-01-26
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts
Katikapalli Subramanyam Kalyan
•
Sivanesan Sangeetha
2021-01-25
Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models
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Daniel de Vassimon Manela
•
David Errington
•
Thomas Fisher
•
Boris van Breugel
•
Pasquale Minervini
2021-01-24
Short-term daily precipitation forecasting with seasonally-integrated autoencoder
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Donlapark Ponnoprat
2021-01-23
Artificial intelligence prediction of stock prices using social media
Kavyashree Ranawat
•
Stefano Giani
2021-01-22
BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets
Fouzi Harrag
•
Maria Debbah
•
Kareem Darwish
•
Ahmed Abdelali
2021-01-22
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
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huan zhang
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Hongge Chen
•
Duane Boning
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Cho-Jui Hsieh
2021-01-21
Distilling Large Language Models into Tiny and Effective Students using pQRNN
Prabhu Kaliamoorthi
•
Aditya Siddhant
•
Edward Li
•
Melvin Johnson
2021-01-21
Classification of Pedagogical content using conventional machine learning and deep learning model
Vedat Apuk
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Krenare Pireva Nuçi
2021-01-18
Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition
Zachary Wharton
•
Ardhendu Behera
•
Yonghuai Liu
•
Nik Bessis
2021-01-17
Dynamical prediction of two meteorological factors using the deep neural network and the long short term memory $(1)$
Ki Hong Shin
•
Jae Won Jung
•
Sung Kyu Seo
•
Cheol Hwan You
•
Dong In Lee
•
Jisun Lee
•
Ki Ho Chang
•
Woon Seon Jung
•
Kyungsik Kim
2021-01-16
A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS
Sajila D. Wickramaratne
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MD Shaad Mahmud
2021-01-14
MC-LSTM: Mass-Conserving LSTM
Pieter-Jan Hoedt
•
Frederik Kratzert
•
Daniel Klotz
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Christina Halmich
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Markus Holzleitner
•
Grey Nearing
•
Sepp Hochreiter
•
Günter Klambauer
2021-01-13
A Recurrent Neural Network Approach to Roll Estimation for Needle Steering
Maxwell Emerson
•
James M. Ferguson
•
Tayfun Efe Ertop
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Margaret Rox
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Josephine Granna
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Michael Lester
•
Fabien Maldonado
•
Erin A. Gillaspie
•
Ron Alterovitz
•
Robert J. Webster III.
•
Alan Kuntz
2021-01-13
Experimental Evaluation of Deep Learning models for Marathi Text Classification
Atharva Kulkarni
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Meet Mandhane
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Manali Likhitkar
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Gayatri Kshirsagar
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Jayashree Jagdale
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Raviraj Joshi
2021-01-13
LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT
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Mohammed Azhan
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Mohammad Ahmad
2021-01-13
Continental-scale streamflow modeling of basins with reservoirs: a demonstration of effectiveness and a delineation of challenges
Wenyu Ouyang
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Kathryn Lawson
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Dapeng Feng
•
Lei Ye
•
Chi Zhang
•
Chaopeng Shen
2021-01-12
Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks
Thulitha Senevirathna
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Bathiya Thennakoon
•
Tharindu Sankalpa
•
Chatura Seneviratne
•
Samad Ali
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Nandana Rajatheva
2021-01-12
Neural Contract Element Extraction Revisited: Letters from Sesame Street
Ilias Chalkidis
•
Manos Fergadiotis
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Prodromos Malakasiotis
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Ion Androutsopoulos
2021-01-12
Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach
Baichuan Mo
•
Zhan Zhao
•
Haris N. Koutsopoulos
•
Jinhua Zhao
2021-01-11
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer
Po-Ting Lai
•
Zhiyong Lu
2021-01-11
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text
Ramchandra Joshi
•
Rushabh Karnavat
•
Kaustubh Jirapure
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Raviraj Joshi
2021-01-11
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media
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Omar Sharif
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Eftekhar Hossain
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Mohammed Moshiul Hoque
2021-01-09
Learning Better Sentence Representation with Syntax Information
Chen Yang
2021-01-09
Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks
Racine Ly
•
Fousseini Traore
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Khadim Dia
2021-01-08
Machine learning approach for quantum non-Markovian noise classification
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Stefano Martina
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Stefano Gherardini
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Filippo Caruso
2021-01-08
Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems
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Ke Ma
•
Dongxuan He
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Hancun Sun
•
Zhaocheng Wang
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Sheng Chen
2021-01-08
Federated Intelligence for Active Queue Management in Inter-Domain Congestion
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Cesar A. Gomez
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Xianbin Wang
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Abdallah Shami
2021-01-08
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification
Seyed Abolfazl Ghasemzadeh
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Erfan Bank Tavakoli
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Mehdi Kamal
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Ali Afzali-Kusha
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Massoud Pedram
2021-01-07
The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases
Francesca Tang
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Yang Feng
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Hamza Chiheb
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Jianqing Fan
2021-01-06
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models
Maryam Motamedi
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Na Li
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Douglas G. Down
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Nancy M. Heddle
2021-01-06
Adversarially trained LSTMs on reduced order models of urban air pollution simulations
César Quilodrán-Casas
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Rossella Arcucci
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Christopher Pain
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Yike Guo
2021-01-05
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils
Pin Zhang
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Zhen-Yu Yin
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Yin-Fu Jin
2021-01-05
Are Eliminated Spans Useless for Coreference Resolution? Not at all
Xin Tan
•
Longyin Zhang
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Guodong Zhou
2021-01-04
Deep Learning for Latent Events Forecasting in Twitter Aided Caching Networks
Zhong Yang
•
Yuanwei Liu
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Yue Chen
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Joey Tianyi Zhou
2021-01-04
Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs
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Dennis Ulmer
2021-01-03
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting
Wangchunshu Zhou
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Tao Ge
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Ke Xu
•
Furu Wei
2021-01-02
Detecting Singleton Spams in Reviews via Learning Deep Anomalous Temporal Aspect-Sentiment Patterns
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Yassien Shaalan
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Xiuzhen Zhang
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Jeffrey Chan
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Mahsa Salehi
2021-01-02
Semantic Parsing with Less Prior and More Monolingual Data
Sajad Norouzi
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Yanshuai Cao
2021-01-01
Intent Classification and Slot Filling for Privacy Policies
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Wasi Uddin Ahmad
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Jianfeng Chi
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Tu Le
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Thomas Norton
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Yuan Tian
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Kai-Wei Chang
2021-01-01
WordsWorth Scores for Attacking CNNs and LSTMs for Text Classification
Anonymous
2021-01-01
More Side Information, Better Pruning: Shared-Label Classification as a Case Study
Anonymous
2021-01-01
Feedforward Legendre Memory Unit
Anonymous
2021-01-01
Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments
Anonymous
2021-01-01
Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation
Anonymous
2021-01-01
Parameterization of Hypercomplex Multiplications
Anonymous
2021-01-01
Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech
Anonymous
2021-01-01
NOSE Augment: Fast and Effective Data Augmentation Without Searching
Anonymous
2021-01-01
Post-Training Weighted Quantization of Neural Networks for Language Models
Anonymous
2021-01-01
Faster and Smarter AutoAugment: Augmentation Policy Search Based on Dynamic Data-Clustering
Anonymous
2021-01-01
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation
Kushal Lakhotia
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Bhargavi Paranjape
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Asish Ghoshal
•
Wen-tau Yih
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Yashar Mehdad
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Srinivasan Iyer
2020-12-31
Presenting a Dataset for Collaborator Recommending Systems in Academic Social Network: a Case Study on ReseachGate
Zahra Roozbahani
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Jalal Rezaeenour
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Roshan Shahrooei
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Hanif Emamgholizadeh
2020-12-29
How to Train Your Differentiable Filter
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Alina Kloss
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Georg Martius
•
Jeannette Bohg
2020-12-28
Neural document expansion for ad-hoc information retrieval
Cheng Tang
•
Andrew Arnold
2020-12-27
Predicting Organizational Cybersecurity Risk: A Deep Learning Approach
Benjamin M. Ampel
2020-12-26
Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS
Mohit Sewak
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Sanjay K. Sahay
•
Hemant Rathore
2020-12-26
LSTM-Aided Hybrid Random Access Scheme for 6G MTC Networks
Huimei Han
•
Zan Li
•
Wenchao Zhai
•
Jun Zhao
•
Weidang Lu
•
LiPing Qian
2020-12-25
Pain Assessment based on fNIRS using Bidirectional LSTMs
Raul Fernandez Rojas
•
Julio Romero
•
Jehu Lopez-Aparicio
•
Keng-Liang Ou
2020-12-24
BKT-LSTM: Efficient Student Modeling for knowledge tracing and student performance prediction
Sein Minn
2020-12-22
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020
Ramchandra Joshi
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Rushabh Karnavat
•
Kaustubh Jirapure
•
Raviraj Joshi
2020-12-22
Improved Biomedical Word Embeddings in the Transformer Era
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Jiho Noh
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Ramakanth Kavuluru
2020-12-22
TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network
Omar Sharif
•
Eftekhar Hossain
•
Mohammed Moshiul Hoque
2020-12-21
DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement
Huixiang Huang
•
Renjie Wu
•
Jingbiao Huang
•
Jucai Lin
•
Jun Yin
2020-12-19
Efficient CNN-LSTM based Image Captioning using Neural Network Compression
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Harshit Rampal
•
Aman Mohanty
2020-12-17
Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions
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Anh Truong
•
Austin Walters
•
Jeremy Goodsitt
2020-12-17
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery
Saba Dadsetan
•
Gisele Rose
•
Naira Hovakimyan
•
Jennifer Hobbs
2020-12-17
LSTM-based Space Occupancy Prediction towards Efficient Building Energy Management
Juye Kim
2020-12-15
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
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Seanie Lee
•
Dong Bok Lee
•
Sung Ju Hwang
2020-12-14
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
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Golnaz Ghiasi
•
Yin Cui
•
Aravind Srinivas
•
Rui Qian
•
Tsung-Yi Lin
•
Ekin D. Cubuk
•
Quoc V. Le
•
Barret Zoph
2020-12-13
Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery
Snehasish Mukherjee
•
Phaniram Sayapaneni
•
Shankar Subramanya
2020-12-13
SPARTA: Speaker Profiling for ARabic TAlk
Wael Farhan
•
Muhy Eddin Za'ter
•
Qusai Abu Obaidah
•
Hisham al Bataineh
•
Zyad Sober
•
Hussein T. Al-Natsheh
2020-12-13
SenSeNet: Neural Keyphrase Generation with Document Structure
Yichao Luo
•
Zhengyan Li
•
Bingning Wang
•
Xiaoyu Xing
•
Qi Zhang
•
Xuanjing Huang
2020-12-12
Mapping the Timescale Organization of Neural Language Models
Hsiang-Yun Sherry Chien
•
Jinhan Zhang
•
Christopher. J. Honey
2020-12-12
Option Tracing: Beyond Binary Knowledge Tracing
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Aritra Ghosh
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Andrew S. Lan
2020-12-11
Morphology Matters: A Multilingual Language Modeling Analysis
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Hyunji Hayley Park
•
Katherine J. Zhang
•
Coleman Haley
•
Kenneth Steimel
•
Han Liu
•
Lane Schwartz
2020-12-11
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification
Haozhen Zhang
•
Wei Zhao
•
Shuang Liu
2020-12-10
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network
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Denis Coquenet
•
Clément Chatelain
•
Thierry Paquet
2020-12-09
exploRNN: Understanding Recurrent Neural Networks through Visual Exploration
Alex Bäuerle
•
Raphael Störk
•
Timo Ropinski
2020-12-09
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
Yinuo Guo
•
Hualei Zhu
•
Zeqi Lin
•
Bei Chen
•
Jian-Guang Lou
•
Dongmei Zhang
2020-12-08
Using previous acoustic context to improve Text-to-Speech synthesis
Pilar Oplustil-Gallegos
•
Simon King
2020-12-07
An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth
Bashar Alhnaity
•
Stefanos Kollias
•
Georgios Leontidis
•
Shouyong Jiang
•
Bert Schamp
•
Simon Pearson
2020-12-07
Align-gram : Rethinking the Skip-gram Model for Protein Sequence Analysis
Nabil Ibtehaz
•
S. M. Shakhawat Hossain Sourav
•
Md. Shamsuzzoha Bayzid
•
M. Sohel Rahman
2020-12-06
A Benchmark Dataset for Understandable Medical Language Translation
Junyu Luo
•
Zifei Zheng
•
Hanzhong Ye
•
Muchao Ye
•
Yaqing Wang
•
Quanzeng You
•
Cao Xiao
•
Fenglong Ma
2020-12-04
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations
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Nando Metzger
•
Mehmet Ozgur Turkoglu
•
Stefano D'Aronco
•
Jan Dirk Wegner
•
Konrad Schindler
2020-12-04
AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements
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Mohit Raghavendra
•
Pravan Omprakash
•
B R Mukesh
•
Sowmya Kamath
2020-12-04
Bengali Abstractive News Summarization(BANS): A Neural Attention Approach
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Prithwiraj Bhattacharjee
•
Avi Mallick
•
Md Saiful Islam
•
Marium-E-Jannat
2020-12-03
BERT-hLSTMs: BERT and Hierarchical LSTMs for Visual Storytelling
Jing Su
•
Qingyun Dai
•
Frank Guerin
•
Mian Zhou
2020-12-03
A journey in ESN and LSTM visualisations on a language task
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Alexandre Variengien
•
Xavier Hinaut
2020-12-03
Evolving Character-level Convolutional Neural Networks for Text Classification
Trevor Londt
•
Xiaoying Gao
•
Bing Xue
•
Peter Andreae
2020-12-03
Generating Descriptions for Sequential Images with Local-Object Attention and Global Semantic Context Modelling
Jing Su
•
Chenghua Lin
•
Mian Zhou
•
Qingyun Dai
•
Haoyu Lv
2020-12-02
Comparison of Attention-based Deep Learning Models for EEG Classification
Giulia Cisotto
•
Alessio Zanga
•
Joanna Chlebus
•
Italo Zoppis
•
Sara Manzoni
•
Urszula Markowska-Kaczmar
2020-12-02
Enhancement of Spatial Clustering-Based Time-Frequency Masks using LSTM Neural Networks
Felix Grezes
•
Zhaoheng Ni
•
Viet Anh Trinh
•
Michael Mandel
2020-12-02
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings
Madhurananda Pahar
•
Marisa Klopper
•
Robin Warren
•
Thomas Niesler
2020-12-02
TAN-NTM: Topic Attention Networks for Neural Topic Modeling
Madhur Panwar
•
Shashank Shailabh
•
Milan Aggarwal
•
Balaji Krishnamurthy
2020-12-02
Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks
Zhaoheng Ni
•
Felix Grezes
•
Viet Anh Trinh
•
Michael I. Mandel
2020-12-02
Physics Guided Machine Learning Methods for Hydrology
Ankush Khandelwal
•
Shaoming Xu
•
Xiang Li
•
Xiaowei Jia
•
Michael Stienbach
•
Christopher Duffy
•
John Nieber
•
Vipin Kumar
2020-12-02
Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement
Felix Grezes
•
Zhaoheng Ni
•
Viet Anh Trinh
•
Michael Mandel
2020-12-02
SOC Estimation of Li-ion Batteries with Learning Rate-Optimized Deep Fully Convolutional Network
M. A. Hannan
•
D. N. T. How
•
M. S. Hossain Lipu
•
Pin Jern Ker
•
Z. Y. Dong
•
M. Mansur
•
Frede Blaabjerg
2020-12-02
Training Linear Finite-State Machines
Arash Ardakani
•
Amir Ardakani
•
Warren Gross
2020-12-01
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech
Shailee Jain
•
Vy Vo
•
Shivangi Mahto
•
Amanda LeBel
•
Javier S. Turek
•
Alexander Huth
2020-12-01
Arabisc: Context-Sensitive Neural Spelling Checker
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Yasmin Moslem
•
Rejwanul Haque
•
Andy Way
2020-12-01
Edge Deep Learning for Neural Implants
Xilin Liu
•
Andrew G. Richardson
2020-12-01
Deep Implicit Templates for 3D Shape Representation
|
Zerong Zheng
•
Tao Yu
•
Qionghai Dai
•
Yebin Liu
2020-11-30
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information
|
Girisha S
•
Ujjwal Verma
•
Manohara Pai M M
•
Radhika Pai
2020-11-29
TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game
|
Lei Han
•
Jiechao Xiong
•
Peng Sun
•
Xinghai Sun
•
Meng Fang
•
Qingwei Guo
•
Qiaobo Chen
•
Tengfei Shi
•
Hongsheng Yu
•
Zhengyou Zhang
2020-11-27
Joint Extraction of Entity and Relation with Information Redundancy Elimination
Yuanhao Shen
•
Jungang Han
2020-11-27
StackMix: A complementary Mix algorithm
John Chen
•
Samarth Sinha
•
Anastasios Kyrillidis
2020-11-25
Enhancing deep neural networks with morphological information
Matej Klemen
•
Luka Krsnik
•
Marko Robnik-Šikonja
2020-11-24
A Non-linear Function-on-Function Model for Regression with Time Series Data
Qiyao Wang
•
HaiYan Wang
•
Chetan Gupta
•
Aniruddha Rajendra Rao
•
Hamed Khorasgani
2020-11-24
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text
Ramchandra Joshi
•
Raviraj Joshi
2020-11-23
KeepAugment: A Simple Information-Preserving Data Augmentation Approach
Chengyue Gong
•
Dilin Wang
•
Meng Li
•
Vikas Chandra
•
Qiang Liu
2020-11-23
Sarcasm detection from user-generated noisy short text
Prakamya Mishra
2020-11-23
DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences
|
Mengmeng Kuang
•
Yong liu
•
Lufei Gao
2020-11-21
Long Short Term Memory Networks for Bandwidth Forecasting in Mobile Broadband Networks under Mobility
Konstantinos Kousias
•
Apostolos Pappas
•
Ozgu Alay
•
Antonios Argyriou
•
Michael Riegler
2020-11-20
ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis
|
Zhouyong Liu
•
Shun Luo
•
Wubin Li
•
Jingben Lu
•
Yufan Wu
•
ChunGuo Li
•
Luxi Yang
2020-11-20
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews
Eftekhar Hossain
•
Omar Sharif
•
Mohammed Moshiul Hoque
•
Iqbal H. Sarker
2020-11-19
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data
|
Zina M Ibrahim
•
Daniel Bean
•
Thomas Searle
•
Honghan Wu
•
Anthony Shek
•
Zeljko Kraljevic
•
James Galloway
•
Sam Norton
•
James T Teo
•
Richard JB Dobson
2020-11-18
Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification
Daniel Palomino
•
Jose Ochoa-Luna
2020-11-18
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling
|
Dilin Wang
•
Meng Li
•
Chengyue Gong
•
Vikas Chandra
2020-11-18
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation
|
P Aditya Sreekar
•
Ujjwal Tiwari
•
Anoop Namboodiri
2020-11-17
Learning Associative Inference Using Fast Weight Memory
|
Imanol Schlag
•
Tsendsuren Munkhdalai
•
Jürgen Schmidhuber
2020-11-16
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder
Ziqi Ke
•
Haris Vikalo
2020-11-16
A Two-Phase Approach for Abstractive Podcast Summarization
Chujie Zheng
•
Kunpeng Zhang
•
Harry Jiannan Wang
•
Ling Fan
2020-11-16
Modular Multi Target Tracking Using LSTM Networks
Rishabh Verma
•
R Rajesh
•
MS Easwaran
2020-11-16
It's a Thin Line Between Love and Hate: Using the Echo in Modeling Dynamics of Racist Online Communities
Eyal Arviv
•
Simo Hanouna
•
Oren Tsur
2020-11-16
Sentiment Analysis for Sinhala Language using Deep Learning Techniques
|
Lahiru Senevirathne
•
Piyumal Demotte
•
Binod Karunanayake
•
Udyogi Munasinghe
•
Surangika Ranathunga
2020-11-14
On the Benefits of Early Fusion in Multimodal Representation Learning
George Barnum
•
Sabera Talukder
•
Yisong Yue
2020-11-14
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM
|
Jiacheng Wang
•
Weiheng Li
2020-11-12
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing
Zhenzhi Wu
•
Hehui Zhang
•
Yihan Lin
•
Guoqi Li
•
Meng Wang
•
Ye Tang
2020-11-12
E-commerce Query-based Generation based on User Review
Yiren Liu
•
Kuan-Ying Lee
2020-11-11
DoLFIn: Distributions over Latent Features for Interpretability
Phong Le
•
Willem Zuidema
2020-11-10
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks
Natalia Vanetik
•
Marina Litvak
•
Sergey Shevchuk
•
Lior Reznik
2020-11-09
Comparison between ARIMA and Deep Learning Models for Temperature Forecasting
Eranga De Saa
•
Lochandaka Ranathunga
2020-11-09
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks
Alex Mathai
•
Shreya Khare
•
Srikanth Tamilselvam
•
Senthil Mani
2020-11-08
A Reinforcement Learning Approach to the Orienteering Problem with Time Windows
|
Ricardo Gama
•
Hugo L. Fernandes
2020-11-07
Drafting in Collectible Card Games via Reinforcement Learning
|
Ronaldo Vieira
•
Anderson Rocha Tavares
•
Luiz Chaimowicz
2020-11-07
Deep Learning for Flight Demand and Delays Forecasting
Liya Wang
•
Amy Mykityshyn
•
Craig Johnson
•
Benjamin D. Marple
2020-11-06
Alignment Restricted Streaming Recurrent Neural Network Transducer
Jay Mahadeokar
•
Yuan Shangguan
•
Duc Le
•
Gil Keren
•
Hang Su
•
Thong Le
•
Ching-Feng Yeh
•
Christian Fuegen
•
Michael L. Seltzer
2020-11-05
Joint Entity and Relation Extraction with Set Prediction Networks
|
Dianbo Sui
•
Yubo Chen
•
Kang Liu
•
Jun Zhao
•
Xiangrong Zeng
•
Shengping Liu
2020-11-03
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery
Yong-Hao Long
•
Jie-Ying Wu
•
Bo Lu
•
Yue-Ming Jin
•
Mathias Unberath
•
Yun-hui Liu
•
Pheng-Ann Heng
•
Qi Dou
2020-11-03
Sound Natural: Content Rephrasing in Dialog Systems
Arash Einolghozati
•
Anchit Gupta
•
Keith Diedrick
•
Sonal Gupta
2020-11-03
QMUL-SDS @ SardiStance: Leveraging Network Interactions to Boost Performance on Stance Detection using Knowledge Graphs
Rabab Alkhalifa
•
Arkaitz Zubiaga
2020-11-02
Time Series Forecasting with Stacked Long Short-Term Memory Networks
Frank Xiao
2020-11-02
Using a Bi-directional LSTM Model with Attention Mechanism trained on MIDI Data for Generating Unique Music
Ashish Ranjan
•
Varun Nagesh Jolly Behera
•
Motahar Reza
2020-11-02
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization
|
Badr AlKhamissi
•
Muhammad N. ElNokrashy
•
Mohamed Gabr
2020-11-01
Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor
Yudianto Sujana
•
Jiawen Li
•
Hung-Yu Kao
2020-10-31
Pseudo Random Number Generation through Reinforcement Learning and Recurrent Neural Networks
|
Luca Pasqualini
•
Maurizio Parton
2020-10-31
Exploring Dynamic Context for Multi-path Trajectory Prediction
|
Hao Cheng
•
Wentong Liao
•
Xuejiao Tang
•
Michael Ying Yang
•
Monika Sester
•
Bodo Rosenhahn
2020-10-30
Memory Attentive Fusion: External Language Model Integration for Transformer-based Sequence-to-Sequence Model
Mana Ihori
•
Ryo Masumura
•
Naoki Makishima
•
Tomohiro Tanaka
•
Akihiko Takashima
•
Shota Orihashi
2020-10-29
Seq2Mol: Automatic design of de novo molecules conditioned by the target protein sequences through deep neural networks
Ahmadreza Ghanbarpour
•
Markus A. Lill
2020-10-29
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition
Xiang Hao
•
Xiangdong Su
•
Zhiyu Wang
•
HUI ZHANG
•
Batushiren
2020-10-29
A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation
Yuanhao Zhuo
2020-10-28
SigNet: An Advanced Deep Learning Framework for Radio Signal Classification
Zhuangzhi Chen
•
Hui Cui
•
Jingyang Xiang
•
Kunfeng Qiu
•
Liang Huang
•
Shilian Zheng
•
Shichuan Chen
•
Qi Xuan
•
Xiaoniu Yang
2020-10-28
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging
Kasturi Bhattacharjee
•
Miguel Ballesteros
•
Rishita Anubhai
•
Smaranda Muresan
•
Jie Ma
•
Faisal Ladhak
•
Yaser Al-Onaizan
2020-10-27
Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications
Yongqiang Wang
•
Yangyang Shi
•
Frank Zhang
•
Chunyang Wu
•
Julian Chan
•
Ching-Feng Yeh
•
Alex Xiao
2020-10-27
Reading Between the Lines: Exploring Infilling in Visual Narratives
Khyathi Raghavi Chandu
•
Ruo-Ping Dong
•
Alan Black
2020-10-26
T$^2$-Net: A Semi-supervised Deep Model for Turbulence Forecasting
Denghui Zhang
•
Yanchi Liu
•
Wei Cheng
•
Bo Zong
•
Jingchao Ni
•
Zhengzhang Chen
•
Haifeng Chen
•
Hui Xiong
2020-10-26
Video-based Facial Expression Recognition using Graph Convolutional Networks
Daizong Liu
•
Hongting Zhang
•
Pan Zhou
2020-10-26
Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging
Hojjat Salehinejad
•
Edward Ho
•
Hui-Ming Lin
•
Priscila Crivellaro
•
Oleksandra Samorodova
•
Monica Tafur Arciniegas
•
Zamir Merali
•
Suradech Suthiphosuwan
•
Aditya Bharatha
•
Kristen Yeom
•
Muhammad Mamdani
•
Jefferson Wilson
•
Errol Colak
2020-10-26
Approximating Aggregated SQL Queries With LSTM Networks
Nir Regev
•
Lior Rokach
•
Asaf Shabtai
2020-10-25
Transgender Community Sentiment Analysis from Social Media Data: A Natural Language Processing Approach
Mengzhe Li
•
Yudan Wang
•
Ying Zhao
•
Zhixiang Li
2020-10-25
Recurrent Neural Based Electricity Load Forecasting of G-20 Members
Jaymin Suhagiya
•
Deep Raval
•
Siddhi Vinayak Pandey
•
Jeet Patel
•
Ayushi Gupta
•
Akshay Srivastava
2020-10-24
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference
Haoyu Zhang
•
Dingkun Long
•
Guangwei Xu
•
Pengjun Xie
•
Fei Huang
•
Ji Wang
2020-10-24
Hierarchical Transformer for Task Oriented Dialog Systems
|
Bishal Santra
•
Potnuru Anusha
•
Pawan Goyal
2020-10-24
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech Representations
Wen-Chin Huang
•
Yi-Chiao Wu
•
Tomoki Hayashi
•
Tomoki Toda
2020-10-23
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model
|
Moussa Kamal Eddine
•
Antoine J. -P. Tixier
•
Michalis Vazirgiannis
2020-10-23
Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary
|
Stefan Grünewald
•
Annemarie Friedrich
•
Jonas Kuhn
2020-10-23
slimIPL: Language-Model-Free Iterative Pseudo-Labeling
Tatiana Likhomanenko
•
Qiantong Xu
•
Jacob Kahn
•
Gabriel Synnaeve
•
Ronan Collobert
2020-10-22
Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network
Vikas Bajpai
•
Anukriti Bansal
•
Kshitiz Verma
•
Sanjay Agarwal
2020-10-22
Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset
Xie Chen
•
Yu Wu
•
Zhenghao Wang
•
Shujie Liu
•
Jinyu Li
2020-10-22
Learnability and Complexity of Quantum Samples
|
Murphy Yuezhen Niu
•
Andrew M. Dai
•
Li Li
•
Augustus Odena
•
Zhengli Zhao
•
Vadim Smelyanskyi
•
Hartmut Neven
•
Sergio Boixo
2020-10-22
Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks
Mohammad Mahmudur Rahman Khan
•
Md. Abu Bakr Siddique
•
Shadman Sakib
•
Anas Aziz
•
Ihtyaz Kader Tasawar
•
Ziad Hossain
2020-10-22
Stock Price Prediction Using CNN and LSTM-Based Deep Learning Models
Sidra Mehtab
•
Jaydip Sen
2020-10-22
Gender Prediction Based on Vietnamese Names with Machine Learning Techniques
Huy Quoc To
•
Kiet Van Nguyen
•
Ngan Luu-Thuy Nguyen
•
Anh Gia-Tuan Nguyen
2020-10-21
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine
Weizhen Qi
•
Yeyun Gong
•
Yu Yan
•
Jian Jiao
•
Bo Shao
•
Ruofei Zhang
•
Houqiang Li
•
Nan Duan
•
Ming Zhou
2020-10-21
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition
Yangyang Shi
•
Yongqiang Wang
•
Chunyang Wu
•
Ching-Feng Yeh
•
Julian Chan
•
Frank Zhang
•
Duc Le
•
Mike Seltzer
2020-10-21
Learning Speaker Embedding from Text-to-Speech
|
Jaejin Cho
•
Piotr Zelasko
•
Jesus Villalba
•
Shinji Watanabe
•
Najim Dehak
2020-10-21
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning
Wanyun Cui
•
Guangyu Zheng
•
Wei Wang
2020-10-16
Few-shot model-based adaptation in noisy conditions
Karol Arndt
•
Ali Ghadirzadeh
•
Murtaza Hazara
•
Ville Kyrki
2020-10-16
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
Xing Yan
•
Weizhong Zhang
•
Lin Ma
•
Wei Liu
•
Qi Wu
2020-10-16
Evaluating Attribution Methods using White-Box LSTMs
|
Yiding Hao
2020-10-16
Prediction-Based GNSS Spoofing Attack Detection for Autonomous Vehicles
Sagar Dasgupta
•
Mizanur Rahman
•
Mhafuzul Islam
•
Mashrur Chowdhury
2020-10-16
Understanding Neural Abstractive Summarization Models via Uncertainty
|
Jiacheng Xu
•
Shrey Desai
•
Greg Durrett
2020-10-15
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network
|
Martin Gauch
•
Frederik Kratzert
•
Daniel Klotz
•
Grey Nearing
•
Jimmy Lin
•
Sepp Hochreiter
2020-10-15
A Graph Neural Network based approach for detecting Suspicious Users on Online Social Media
Shakshi Sharma
•
Rajesh Sharma
2020-10-15
Semantic Label Smoothing for Sequence to Sequence Problems
Michal Lukasik
•
Himanshu Jain
•
Aditya Krishna Menon
•
Seungyeon Kim
•
Srinadh Bhojanapalli
•
Felix Yu
•
Sanjiv Kumar
2020-10-15
MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention
|
Aman Khullar
•
Udit Arora
2020-10-15
A Learning Approach to Robot-Agnostic Force-Guided High Precision Assembly
Jieliang Luo
•
Hui Li
2020-10-15
Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards
Keyang He
•
Bikramjit Banerjee
•
Prashant Doshi
2020-10-15
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli?
Maryam Hashemzadeh
•
Greta Kaufeld
•
Martha White
•
Andrea E. Martin
•
Alona Fyshe
2020-10-14
Pagsusuri ng RNN-based Transfer Learning Technique sa Low-Resource Language
|
Dan John Velasco
2020-10-13
Three-Dimensional Lip Motion Network for Text-Independent Speaker Recognition
Jianrong Wang
•
Tong Wu
•
Shanyu Wang
•
Mei Yu
•
Qiang Fang
•
Ju Zhang
•
Li Liu
2020-10-13
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension
Ekta Sood
•
Simon Tannert
•
Diego Frassinelli
•
Andreas Bulling
•
Ngoc Thang Vu
2020-10-13
Aspect-based Document Similarity for Research Papers
|
Malte Ostendorff
•
Terry Ruas
•
Till Blume
•
Bela Gipp
•
Georg Rehm
2020-10-13
Differential radial basis function network for sequence modelling
Kojo Sarfo Gyamfi
•
James Brusey
•
Elena Gaura
2020-10-13
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling
|
Rajat Patel
•
Francis Ferraro
2020-10-12
Smaller World Models for Reinforcement Learning
Jan Robine
•
Tobias Uelwer
•
Stefan Harmeling
2020-10-12
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models
Ethan Wilcox
•
Peng Qian
•
Richard Futrell
•
Ryosuke Kohita
•
Roger Levy
•
Miguel Ballesteros
2020-10-12
Improving Compositional Generalization in Semantic Parsing
|
Inbar Oren
•
Jonathan Herzig
•
Nitish Gupta
•
Matt Gardner
•
Jonathan Berant
2020-10-12
Data Agnostic RoBERTa-based Natural Language to SQL Query Generation
|
Debaditya Pal
•
Harsh Sharma
•
Kaustubh Chaudhari
2020-10-11
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
|
Shauli Ravfogel
•
Yanai Elazar
•
Jacob Goldberger
•
Yoav Goldberg
2020-10-11
A Deep Learning Framework for Predicting Digital Asset Price Movement from Trade-by-trade Data
Qi Zhao
2020-10-11
Automated Concatenation of Embeddings for Structured Prediction
|
Xinyu Wang
•
Yong Jiang
•
Nguyen Bach
•
Tao Wang
•
Zhongqiang Huang
•
Fei Huang
•
Kewei Tu
2020-10-10
A Model Compression Method with Matrix Product Operators for Speech Enhancement
Xingwei Sun
•
Ze-Feng Gao
•
Zhong-Yi Lu
•
Junfeng Li
•
Yonghong Yan
2020-10-10
Asset Price Forecasting using Recurrent Neural Networks
|
Hamed Vaheb
2020-10-10
Recurrent babbling: evaluating the acquisition of grammar from limited input data
Ludovica Pannitto
•
Aurélie Herbelot
2020-10-09
Examining the Ordering of Rhetorical Strategies in Persuasive Requests
|
Omar Shaikh
•
Jiaao Chen
•
Jon Saad-Falcon
•
Duen Horng Chau
•
Diyi Yang
2020-10-09
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning
Xinyu Dong
•
Jianyuan Deng
•
Sina Rashidian
•
Kayley Abell-Hart
•
Wei Hou
•
Richard N Rosenthal
•
Mary Saltz
•
Joel Saltz
•
Fusheng Wang
2020-10-09
gundapusunil at SemEval-2020 Task 8: Multimodal Memotion Analysis
Sunil Gundapu
•
Radhika Mamidi
2020-10-09
A Survey of Knowledge-Enhanced Text Generation
|
Wenhao Yu
•
Chenguang Zhu
•
Zaitang Li
•
Zhiting Hu
•
Qingyun Wang
•
Heng Ji
•
Meng Jiang
2020-10-09
gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data
Sunil Gundapu
•
Radhika Mamidi
2020-10-09
The NU Voice Conversion System for the Voice Conversion Challenge 2020: On the Effectiveness of Sequence-to-sequence Models and Autoregressive Neural Vocoders
Wen-Chin Huang
•
Patrick Lumban Tobing
•
Yi-Chiao Wu
•
Kazuhiro Kobayashi
•
Tomoki Toda
2020-10-09
Retrieve and Refine: Exemplar-based Neural Comment Generation
|
Bolin Wei
•
Yongmin Li
•
Ge Li
•
Xin Xia
•
Zhi Jin
2020-10-09
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
|
Zhen Wu
•
Chengcan Ying
•
Fei Zhao
•
Zhifang Fan
•
Xinyu Dai
•
Rui Xia
2020-10-09
AICov: An Integrative Deep Learning Framework for COVID-19 Forecasting with Population Covariates
Geoffrey C. Fox
•
Gregor von Laszewski
•
Fugang Wang
•
Saumyadipta Pyne
2020-10-08
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
Ansel MacLaughlin
•
Jwala Dhamala
•
Anoop Kumar
•
Sriram Venkatapathy
•
Ragav Venkatesan
•
Rahul Gupta
2020-10-08
Masked ELMo: An evolution of ELMo towards fully contextual RNN language models
Gregory Senay
•
Emmanuelle Salin
2020-10-08
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation
Abhishek Singh
2020-10-08
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
Jonathan Shen
•
Ye Jia
•
Mike Chrzanowski
•
Yu Zhang
•
Isaac Elias
•
Heiga Zen
•
Yonghui Wu
2020-10-08
ELMo and BERT in semantic change detection for Russian
Julia Rodina
•
Yuliya Trofimova
•
Andrey Kutuzov
•
Ekaterina Artemova
2020-10-07
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction
Mengyun Chen
•
Tao Ge
•
Xingxing Zhang
•
Furu Wei
•
Ming Zhou
2020-10-07
Improving Context Modeling in Neural Topic Segmentation
Linzi Xing
•
Brad Hackinen
•
Giuseppe Carenini
•
Francesco Trebbi
2020-10-07
Theedhum Nandrum@Dravidian-CodeMix-FIRE2020: A Sentiment Polarity Classifier for YouTube Comments with Code-switching between Tamil, Malayalam and English
|
BalaSundaraRaman Lakshmanan
•
Sanjeeth Kumar Ravindranath
2020-10-07
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News
|
Nguyen Vo
•
Kyumin Lee
2020-10-07
Tackling the Low-resource Challenge for Canonical Segmentation
Manuel Mager
•
Özlem Çetinoğlu
•
Katharina Kann
2020-10-06
COD3S: Diverse Generation with Discrete Semantic Signatures
|
Nathaniel Weir
•
João Sedoc
•
Benjamin Van Durme
2020-10-06
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations
Praveen Kumar Bodigutla
•
Aditya Tiwari
•
Josep Valls Vargas
•
Lazaros Polymenakos
•
Spyros Matsoukas
2020-10-06
The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS
|
Wen-Chin Huang
•
Tomoki Hayashi
•
Shinji Watanabe
•
Tomoki Toda
2020-10-06
LSTMs Compose (and Learn) Bottom-Up
Naomi Saphra
•
Adam Lopez
2020-10-06
Neurally Augmented ALISTA
|
Freya Behrens
•
Jonathan Sauder
•
Peter Jung
2020-10-05
Gauravarora@HASOC-Dravidian-CodeMix-FIRE2020: Pre-training ULMFiT on Synthetically Generated Code-Mixed Data for Hate Speech Detection
Gaurav Arora
2020-10-05
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows
Bo Lin
•
Bissan Ghaddar
•
Jatin Nathwani
2020-10-05
Improving AMR Parsing with Sequence-to-Sequence Pre-training
|
Dongqin Xu
•
Junhui Li
•
Muhua Zhu
•
Min Zhang
•
Guodong Zhou
2020-10-05
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring
|
An Nguyen
•
Srijeet Chatterjee
•
Sven Weinzierl
•
Leo Schwinn
•
Martin Matzner
•
Bjoern Eskofier
2020-10-02
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer
Yufang Huang
•
Wentao Zhu
•
Deyi Xiong
•
Yiye Zhang
•
Changjian Hu
•
Feiyu Xu
2020-10-02
How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text
Chihiro Shibata
•
Kei Uchiumi
•
Daichi Mochihashi
2020-10-01
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
|
Hanjie Chen
•
Yangfeng Ji
2020-10-01
A Deep Learning Framework for COVID Outbreak Prediction
Neeraj
•
Jimson Mathew
•
Ranjan Kumar Behera
•
Zenin Easa Panthakkalakath
2020-09-30
Transfer Learning from Monolingual ASR to Transcription-free Cross-lingual Voice Conversion
|
Che-Jui Chang
2020-09-30
A Wavelet-CNN-LSTM Model for Tailings Pond Risk Prediction
Jun Yang
•
Qing Li
•
Yixuan Sun
2020-09-30
Learning to Compress Videos without Computing Motion
Meixu Chen
•
Todd Goodall
•
Anjul Patney
•
Alan C. Bovik
2020-09-29
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution
|
Vihang P. Patil
•
Markus Hofmarcher
•
Marius-Constantin Dinu
•
Matthias Dorfer
•
Patrick M. Blies
•
Johannes Brandstetter
•
Jose A. Arjona-Medina
•
Sepp Hochreiter
2020-09-29
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator
|
Ferdiant Joshua Muis
•
Ayu Purwarianti
2020-09-29
A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese
Huy Duc Huynh
•
Hang Thi-Thuy Do
•
Kiet Van Nguyen
•
Ngan Luu-Thuy Nguyen
2020-09-28
Fancy Man Lauches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction
Haoding Meng
•
Qingcheng Zeng
•
Xiaoyang Fang
•
Zhexin Liang
2020-09-28
Conversational Semantic Parsing
Armen Aghajanyan
•
Jean Maillard
•
Akshat Shrivastava
•
Keith Diedrick
•
Mike Haeger
•
Haoran Li
•
Yashar Mehdad
•
Ves Stoyanov
•
Anuj Kumar
•
Mike Lewis
•
Sonal Gupta
2020-09-28
Multi-timescale Representation Learning in LSTM Language Models
Shivangi Mahto
•
Vy A. Vo
•
Javier S. Turek
•
Alexander G. Huth
2020-09-27
Metaphor Detection using Deep Contextualized Word Embeddings
Shashwat Aggarwal
•
Ramesh Singh
2020-09-26
Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries
|
Yurio Windiatmoko
•
Ahmad Fathan Hidayatullah
•
Ridho Rahmadi
2020-09-25
Focus-Constrained Attention Mechanism for CVAE-based Response Generation
|
Zhi Cui
•
Yan-ran Li
•
Jiayi Zhang
•
Jianwei Cui
•
Chen Wei
•
Bin Wang
2020-09-25
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
|
Zhaojiang Lin
•
Andrea Madotto
•
Genta Indra Winata
•
Pascale Fung
2020-09-25
Neural Network-Based Ranging with LTE Channel Impulse Response for Localization in Indoor Environments
Halim Lee
•
Ali A. Abdallah
•
Jongmin Park
•
Jiwon Seo
•
Zaher M. Kassas
2020-09-24
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks
|
Ismail Alaoui Abdellaoui
•
Siamak Mehrkanoon
2020-09-23
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction
Xiong Dan
2020-09-22
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution
Zimeng Lyu
•
AbdElRahman ElSaid
•
Joshua Karns
•
Mohamed Mkaouer
•
Travis Desell
2020-09-21
Multitask Pointer Network for Multi-Representational Parsing
|
Daniel Fernández-González
•
Carlos Gómez-Rodríguez
2020-09-21
Unsupervised Anomaly Detection on Temporal Multiway Data
Duc Nguyen
•
Phuoc Nguyen
•
Kien Do
•
Santu Rana
•
Sunil Gupta
•
Truyen Tran
2020-09-20
Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models
Sidra Mehtab
•
Jaydip Sen
•
Abhishek Dutta
2020-09-20
Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation
|
Fajri Koto
•
Ikhwan Koto
2020-09-19
FarsTail: A Persian Natural Language Inference Dataset
|
Hossein Amirkhani
•
Mohammad Azari Jafari
•
Azadeh Amirak
•
Zohreh Pourjafari
•
Soroush Faridan Jahromi
•
Zeinab Kouhkan
2020-09-18
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning
|
Yichi Zhang
•
Zhijian Ou
•
Huixin Wang
•
Junlan Feng
2020-09-17
Urban Traffic Flow Forecast Based on FastGCRNN
Ya Zhang
•
Mingming Lu
•
Haifeng Li
2020-09-17
TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks
|
Alexander Geiger
•
Dongyu Liu
•
Sarah Alnegheimish
•
Alfredo Cuesta-Infante
•
Kalyan Veeramachaneni
2020-09-16
A Convolutional LSTM based Residual Network for Deepfake Video Detection
|
Shahroz Tariq
•
Sangyup Lee
•
Simon S. Woo
2020-09-16
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP
Hao Fei
•
Yafeng Ren
•
Donghong Ji
2020-09-16
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
|
Ranran Haoran Zhang
•
Qianying Liu
•
Aysa Xuemo Fan
•
Heng Ji
•
Daojian Zeng
•
Fei Cheng
•
Daisuke Kawahara
•
Sadao Kurohashi
2020-09-16
Graph-to-Sequence Neural Machine Translation
Sufeng Duan
•
Hai Zhao
•
Rui Wang
2020-09-16
An analysis of deep neural networks for predicting trends in time series data
Kouame Hermann Kouassi
•
Deshendran Moodley
2020-09-16
Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet
Victor Makarenkov
•
Lior Rokach
2020-09-15
Short-Term Forecasting COVID-19 Cases In Turkey Using Long Short-Term Memory Network
Selahattin Serdar Helli
•
Çağkan Demirci
•
Onur Çoban
•
Andaç Hamamci
2020-09-14
Composing Answer from Multi-spans for Reading Comprehension
|
Zhuosheng Zhang
•
Yiqing Zhang
•
Hai Zhao
•
Xi Zhou
•
Xiang Zhou
2020-09-14
Span-based Semantic Parsing for Compositional Generalization
Jonathan Herzig
•
Jonathan Berant
2020-09-13
Relation Detection for Indonesian Language using Deep Neural Network -- Support Vector Machine
Ramos Janoah Hasudungan
•
Ayu Purwarianti
2020-09-12
Fine-tuning Pre-trained Contextual Embeddings for Citation Content Analysis in Scholarly Publication
Haihua Chen
•
Huyen Nguyen
2020-09-12
Abstractive Information Extraction from Scanned Invoices (AIESI) using End-to-end Sequential Approach
Shreeshiv Patel
•
Dvijesh Bhatt
2020-09-12
A Comparison of LSTM and BERT for Small Corpus
Aysu Ezen-Can
2020-09-11
GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation
Yiming Li
•
Da Sun Handason Tam
•
Siyue Xie
•
Xiaxin Liu
•
Qiu Fang Ying
•
Wing Cheong Lau
•
Dah Ming Chiu
•
Shou Zhi Chen
2020-09-11
Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger
Devin Hoesen
•
Ayu Purwarianti
2020-09-11
Deep Learning Interference Cancellation in Wireless Networks
Yiming Zhou
•
Ashkan Samiee
•
Tingyi Zhou
•
Bahram Jalali
2020-09-11
Multi-modal embeddings using multi-task learning for emotion recognition
Aparna Khare
•
Srinivas Parthasarathy
•
Shiva Sundaram
2020-09-10
Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series
Ahmed Ben Said
•
Abdelkarim Erradi
•
Hussein Aly
•
Abdelmonem Mohamed
2020-09-10
Central Yup'ik and Machine Translation of Low-Resource Polysynthetic Languages
Christopher Liu
•
Laura Dominé
•
Kevin Chavez
•
Richard Socher
2020-09-09
Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People
Maxime De Bois
•
Mounîm A. El Yacoubi
•
Mehdi Ammi
2020-09-08
Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People
Maxime De Bois
•
Mounîm A. El Yacoubi
•
Mehdi Ammi
2020-09-08
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function
|
Devendra Singh Sachan
•
Manzil Zaheer
•
Ruslan Salakhutdinov
2020-09-08
Neural Time-Dependent Partial Differential Equation
Yihao Hu
•
Tong Zhao
•
Zhiliang Xu
•
Lizhen Lin
2020-09-08
Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic Children
Maxime De Bois
•
Mounîm A. El Yacoubi
•
Mehdi Ammi
2020-09-08
Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning
Eric Benhamou
•
David Saltiel
•
Jean-Jacques Ohana
•
Jamal Atif
2020-09-07
Automatic detection of microsleep episodes with deep learning
|
Alexander Malafeev
•
Anneke Hertig-Godeschalk
•
David R. Schreier
•
Jelena Skorucak
•
Johannes Mathis
•
Peter Achermann
2020-09-07
Forecasting the Leading Indicator of a Recession: The 10-Year minus 3-Month Treasury Yield Spread
|
Sudiksha Joshi
2020-09-07
Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling
Songxiang Liu
•
Yuewen Cao
•
Disong Wang
•
Xixin Wu
•
Xunying Liu
•
Helen Meng
2020-09-06
KILT: a Benchmark for Knowledge Intensive Language Tasks
|
Fabio Petroni
•
Aleksandra Piktus
•
Angela Fan
•
Patrick Lewis
•
Majid Yazdani
•
Nicola De Cao
•
James Thorne
•
Yacine Jernite
•
Vladimir Karpukhin
•
Jean Maillard
•
Vassilis Plachouras
•
Tim Rocktäschel
•
Sebastian Riedel
2020-09-04
Linguistically inspired morphological inflection with a sequence to sequence model
Eleni Metheniti
•
Guenter Neumann
•
Josef van Genabith
2020-09-04
A Hybrid Deep Learning Model for Arabic Text Recognition
|
Mohammad Fasha
•
Bassam Hammo
•
Nadim Obeid
•
Jabir Widian
2020-09-04
Quantum Long Short-Term Memory
Samuel Yen-Chi Chen
•
Shinjae Yoo
•
Yao-Lung L. Fang
2020-09-03
Comparative Evaluation of Pretrained Transfer Learning Models on Automatic Short Answer Grading
|
Sasi Kiran Gaddipati
•
Deebul Nair
•
Paul G. Plöger
2020-09-02
Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical Workflows
Yutong Ban
•
Guy Rosman
•
Thomas Ward
•
Daniel Hashimoto
•
Taisei Kondo
•
Hidekazu Iwaki
•
Ozanan Meireles
•
Daniela Rus
2020-09-01
PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs
|
Debayan Banerjee
•
Debanjan Chaudhuri
•
Mohnish Dubey
•
Jens Lehmann
2020-08-31
Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition
Wei Li
•
James Qin
•
Chung-Cheng Chiu
•
Ruoming Pang
•
Yanzhang He
2020-08-30
Query Focused Multi-document Summarisation of Biomedical Texts
|
Diego Molla
•
Christopher Jones
•
Vincent Nguyen
2020-08-27
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data
Ayoub Bagheri
•
T. Katrien J. Groenhof
•
Wouter B. Veldhuis
•
Pim A. de Jong
•
Folkert W. Asselbergs
•
Daniel L. Oberski
2020-08-27
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing
Wei Shen
•
Xiaonan He
•
Chuheng Zhang
•
Qiang Ni
•
Wanchun Dou
•
Yan Wang
2020-08-25
LSTM Networks for Online Cross-Network Recommendations
Dilruk Perera
•
Roger Zimmermann
2020-08-25
YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles
|
Jiaxu Dao
•
Jin Wang
•
Xue-jie Zhang
2020-08-24
ATM Cash demand forecasting in an Indian Bank with chaos and deep learning
Sarveswararao Vangala
•
Ravi Vadlamani
2020-08-24
Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers
|
Yu-Ying Liu
•
J. Nathan Kutz
•
Steven L. Brunton
2020-08-22
HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment Detection
|
Meghana Bhange
•
Nirant Kasliwal
2020-08-22
A constrained recursion algorithm for batch normalization of tree-sturctured LSTM
Ruo Ando
•
Yoshiyasu Takefuji
2020-08-21
Transformer based Multilingual document Embedding model
Wei Li
•
Brian Mak
2020-08-19
Cross-Utterance Language Models with Acoustic Error Sampling
G. Sun
•
C. Zhang
•
P. C. Woodland
2020-08-19
Predicting Future Sales of Retail Products using Machine Learning
Devendra Swami
•
Alay Dilipbhai Shah
•
Subhrajeet K B Ray
2020-08-18
RTFN: Robust Temporal Feature Network
Zhiwen Xiao
•
Xin Xu
•
Huanlai Xing
•
Juan Chen
2020-08-18
WSRNet: Joint Spotting and Recognition of Handwritten Words
George Retsinas
•
Giorgos Sfikas
•
Petros Maragos
2020-08-17
The reinforcement learning-based multi-agent cooperative approach for the adaptive speed regulation on a metallurgical pickling line
Anna Bogomolova
•
Kseniia Kingsep
•
Boris Voskresenskii
2020-08-16
Continuous Speech Separation with Conformer
Sanyuan Chen
•
Yu Wu
•
Zhuo Chen
•
Jian Wu
•
Jinyu Li
•
Takuya Yoshioka
•
Chengyi Wang
•
Shujie Liu
•
Ming Zhou
2020-08-13
LAC : LSTM AUTOENCODER with Community for Insider Threat Detection
|
Sudipta Paul
•
Subhankar Mishra
2020-08-13
MICE: Mining Idioms with Contextual Embeddings
|
Tadej Škvorc
•
Polona Gantar
•
Marko Robnik-Šikonja
2020-08-13
LSTM Acoustic Models Learn to Align and Pronounce with Graphemes
Arindrima Datta
•
Guanlong Zhao
•
Bhuvana Ramabhadran
•
Eugene Weinstein
2020-08-13
Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling
Jiacheng Li
•
Siliang Tang
•
Juncheng Li
•
Jun Xiao
•
Fei Wu
•
ShiLiang Pu
•
Yueting Zhuang
2020-08-11
Path-Based Reasoning over Heterogeneous Networks for Recommendation via Bidirectional Modeling
|
Junwei Zhang
•
Min Gao
•
Junliang Yu
•
Linda Yang
•
Zongwei Wang
•
Qingyu Xiong
2020-08-10
Bilevel Learning Model Towards Industrial Scheduling
Longkang Li
•
Hui-Ling Zhen
•
Mingxuan Yuan
•
Jiawen Lu
•
XialiangTong
•
Jia Zeng
•
Jun Wang
•
Dirk Schnieders
2020-08-10
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone
Yexu Zhou
•
Yuting Gao
•
Yiran Huang
•
Michael Hefenbrock
•
Till Riedel
•
Michael Beigl
2020-08-10
Predicting Coordinated Actuated Traffic Signal Change Times using LSTM Neural Networks
Seifeldeen Eteifa
•
Hesham A. Rakha
•
Hoda Eldardiry
2020-08-10
Comparative Analysis of the Hidden Markov Model and LSTM: A Simulative Approach
Manie Tadayon
•
Greg Pottie
2020-08-09
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR
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Hayato Futami
•
Hirofumi Inaguma
•
Sei Ueno
•
Masato Mimura
•
Shinsuke Sakai
•
Tatsuya Kawahara
2020-08-09
SpeedySpeech: Efficient Neural Speech Synthesis
|
Jan Vainer
•
Ondřej Dušek
2020-08-09
Assessing Demographic Bias in Named Entity Recognition
Shubhanshu Mishra
•
Sijun He
•
Luca Belli
2020-08-08
Deep Learning Based on Generative Adversarial and Convolutional Neural Networks for Financial Time Series Predictions
Wilfredo Tovar
2020-08-08
Pretraining Techniques for Sequence-to-Sequence Voice Conversion
Wen-Chin Huang
•
Tomoki Hayashi
•
Yi-Chiao Wu
•
Hirokazu Kameoka
•
Tomoki Toda
2020-08-07
Learning Insulin-Glucose Dynamics in the Wild
Andrew C. Miller
•
Nicholas J. Foti
•
Emily Fox
2020-08-06
Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning
|
Jin Wang
•
Jia Hu
•
Geyong Min
•
Albert Y. Zomaya
•
Nektarios Georgalas
2020-08-05
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering
Saurabh Adya
•
Vineet Garg
•
Siddharth Sigtia
•
Pramod Simha
•
Chandra Dhir
2020-08-05
A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction
Shady Ahmed
•
Suraj Pawar
•
Omer San
•
Adil Rasheed
•
Mandar Tabib
2020-08-05
Transmission Map and Atmospheric Light Guided Iterative Updater Network for Single Image Dehazing
Aupendu Kar
•
Sobhan Kanti Dhara
•
Debashis Sen
•
Prabir Kumar Biswas
2020-08-04
Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images
R. Ganesh Babu
•
K. Uma Maheswari
•
C. Zarro
•
B. D. Parameshachari
•
S. L. Ullo
2020-08-04
Improving One-stage Visual Grounding by Recursive Sub-query Construction
|
Zhengyuan Yang
•
Tianlang Chen
•
Li-Wei Wang
•
Jiebo Luo
2020-08-03
Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction
Chaofan Tao
•
Qinhong Jiang
•
Lixin Duan
•
Ping Luo
2020-08-03
One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech
|
Tomáš Nekvinda
•
Ondřej Dušek
2020-08-03
AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods
Ozge Mercanoglu Sincan
•
Hacer Yalim Keles
2020-08-03
SeqDialN: Sequential Visual Dialog Networks in Joint Visual-Linguistic Representation Space
Liu Yang
•
Fanqi Meng
•
Ming-Kuang Daniel Wu
•
Vicent Ying
•
Xianchao Xu
2020-08-02
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks
|
Mihail Burduja
•
Radu Tudor Ionescu
•
Nicolae Verga
2020-08-01
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition
|
Haocong Rao
•
Shihao Xu
•
Xiping Hu
•
Jun Cheng
•
Bin Hu
2020-08-01
Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019
Qian Ye
•
Xiaohong Chen
•
Onur Kalan
•
Kaan Ozbay
2020-08-01
Predicting heave and surge motions of a semi-submersible with neural networks
Xiaoxian Guo
•
Xiantao Zhang
•
Xinliang Tian
•
Xin Li
•
Wenyue Lu
2020-07-31
Language Modelling for Source Code with Transformer-XL
|
Thomas Dowdell
•
Hongyu Zhang
2020-07-31
App-Aware Response Synthesis for User Reviews
Umar Farooq
•
A. B. Siddique
•
Fuad Jamour
•
Zhijia Zhao
•
Vagelis Hristidis
2020-07-31
TweepFake: about Detecting Deepfake Tweets
Tiziano Fagni
•
Fabrizio Falchi
•
Margherita Gambini
•
Antonio Martella
•
Maurizio Tesconi
2020-07-31
An Investigation on Deep Learning with Beta Stabilizer
Qi Liu
•
Tian Tan
•
Kai Yu
2020-07-31
Future Vector Enhanced LSTM Language Model for LVCSR
Qi Liu
•
Yanmin Qian
•
Kai Yu
2020-07-31
A Study of fastText Word Embedding Effects in Document Classification in Bangla Language
|
Pritom Mojumder
•
Mahmudul Hasan
•
Md. Faruque Hossain
•
K. M. Azharul Hasan
2020-07-30
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining
|
TJ Tsai
•
Kevin Ji
2020-07-29
Improving Results on Russian Sentiment Datasets
|
Anton Golubev
•
Natalia Loukachevitch
2020-07-28
YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis
|
Li Yuan
•
Jin Wang
•
Xue-jie Zhang
2020-07-28
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS
Pietro Boccadoro
•
Vitanio Daniele
•
Pietro Di Gennaro
•
Domenico Lofù
•
Pietro Tedeschi
2020-07-27
Active Learning for Video Description With Cluster-Regularized Ensemble Ranking
David M. Chan
•
Sudheendra Vijayanarasimhan
•
David A. Ross
•
John Canny
2020-07-27
Semi-Supervised Learning with Data Augmentation for End-to-End ASR
Felix Weninger
•
Franco Mana
•
Roberto Gemello
•
Jesús Andrés-Ferrer
•
Puming Zhan
2020-07-27
Regularized Flexible Activation Function Combinations for Deep Neural Networks
Renlong Jie
•
Junbin Gao
•
Andrey Vasnev
•
Min-ngoc Tran
2020-07-26
NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification
|
Ilya Dimov
•
Vladislav Korzun
•
Ivan Smurov
2020-07-25
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
Rui Huang
•
Wanyue Zhang
•
Abhijit Kundu
•
Caroline Pantofaru
•
David A. Ross
•
Thomas Funkhouser
•
Alireza Fathi
2020-07-24