LSTM Explained | Papers With Code

Long Short-Term Memory

An LSTM is a type of recurrent neural network that addresses the vanishing gradient problem in vanilla RNNs through additional cells, input and output gates. Intuitively, vanishing gradients are solved through additional additive components, and forget gate activations, that allow the gradients to flow through the network without vanishing as quickly.

(Image Source here)

(Introduced by Hochreiter and Schmidhuber)

Latest Papers

PAPER	DATE
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 \| 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 \| 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 \| 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 \| 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 \| Lu Xu • Zhanming Jie • Wei Lu • Lidong Bing # 4 NAMED ENTITY RECOGNITION ON ONTONOTES V5 (ENGLISH)	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 \| Arun Babu • Akshat Shrivastava • Armen Aghajanyan • Ahmed Aly • Angela Fan • Marjan Ghazvininejad	2021-04-11
Identifying and Categorizing Offensive Language in Social Media \| 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 # 1 SIGN LANGUAGE RECOGNITION ON RWTH-PHOENIX-WEATHER 2014	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 \| 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 \| Rohitash Chandra • Shaurya Goyal • Rishabh Gupta # 1 TIME SERIES PREDICTION ON SUNSPOT	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 # 1 VIDEO PREDICTION ON KTH	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 # 1 IMAGE CLASSIFICATION ON FLOWERS-102	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 \| 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 # 1 RELATION EXTRACTION ON ACE 2005	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 # 2 SEQUENTIAL IMAGE CLASSIFICATION ON SEQUENTIAL MNIST	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 # 1 MULTIMODAL SENTIMENT ANALYSIS ON B-T4SA	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 # 1 MACHINE TRANSLATION ON V_B (TRAINED ON T_H)	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 # 1 LANGUAGE IDENTIFICATION ON OPENSUBTITLES	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 \| Mohamed Chaabane • Peter Zhang • J. Ross Beveridge • Stephen O'Hara # 3 MULTI-OBJECT TRACKING ON MOT16	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 \| 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 \| 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 \| 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 \| 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 \| 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 \| 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 \| huan zhang • Hongge Chen • Duane Boning • 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 • 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 • MD Shaad Mahmud	2021-01-14
MC-LSTM: Mass-Conserving LSTM Pieter-Jan Hoedt • Frederik Kratzert • Daniel Klotz • Christina Halmich • 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 • Margaret Rox • Josephine Granna • 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 • Meet Mandhane • Manali Likhitkar • Gayatri Kshirsagar • Jayashree Jagdale • Raviraj Joshi	2021-01-13
LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT \| Mohammed Azhan • Mohammad Ahmad	2021-01-13
Continental-scale streamflow modeling of basins with reservoirs: a demonstration of effectiveness and a delineation of challenges Wenyu Ouyang • Kathryn Lawson • 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 • Bathiya Thennakoon • Tharindu Sankalpa • Chatura Seneviratne • Samad Ali • Nandana Rajatheva	2021-01-12
Neural Contract Element Extraction Revisited: Letters from Sesame Street Ilias Chalkidis • Manos Fergadiotis • Prodromos Malakasiotis • 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 • Raviraj Joshi	2021-01-11
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media \| Omar Sharif • Eftekhar Hossain • 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 • Khadim Dia	2021-01-08
Machine learning approach for quantum non-Markovian noise classification \| Stefano Martina • Stefano Gherardini • Filippo Caruso	2021-01-08
Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems \| Ke Ma • Dongxuan He • Hancun Sun • Zhaocheng Wang • Sheng Chen	2021-01-08
Federated Intelligence for Active Queue Management in Inter-Domain Congestion \| Cesar A. Gomez • Xianbin Wang • Abdallah Shami	2021-01-08
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification Seyed Abolfazl Ghasemzadeh • Erfan Bank Tavakoli • Mehdi Kamal • Ali Afzali-Kusha • 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 • Yang Feng • Hamza Chiheb • Jianqing Fan	2021-01-06
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models Maryam Motamedi • Na Li • Douglas G. Down • Nancy M. Heddle	2021-01-06
Adversarially trained LSTMs on reduced order models of urban air pollution simulations César Quilodrán-Casas • Rossella Arcucci • Christopher Pain • Yike Guo	2021-01-05
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils Pin Zhang • Zhen-Yu Yin • Yin-Fu Jin	2021-01-05
Are Eliminated Spans Useless for Coreference Resolution? Not at all Xin Tan • Longyin Zhang • Guodong Zhou	2021-01-04
Deep Learning for Latent Events Forecasting in Twitter Aided Caching Networks Zhong Yang • Yuanwei Liu • Yue Chen • Joey Tianyi Zhou	2021-01-04
Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs \| Dennis Ulmer	2021-01-03
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting Wangchunshu Zhou • Tao Ge • Ke Xu • Furu Wei	2021-01-02
Detecting Singleton Spams in Reviews via Learning Deep Anomalous Temporal Aspect-Sentiment Patterns \| Yassien Shaalan • Xiuzhen Zhang • Jeffrey Chan • Mahsa Salehi	2021-01-02
Semantic Parsing with Less Prior and More Monolingual Data Sajad Norouzi • Yanshuai Cao	2021-01-01
Intent Classification and Slot Filling for Privacy Policies \| Wasi Uddin Ahmad • Jianfeng Chi • Tu Le • Thomas Norton • Yuan Tian • 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 • Bhargavi Paranjape • Asish Ghoshal • Wen-tau Yih • Yashar Mehdad • Srinivasan Iyer	2020-12-31
Presenting a Dataset for Collaborator Recommending Systems in Academic Social Network: a Case Study on ReseachGate Zahra Roozbahani • Jalal Rezaeenour • Roshan Shahrooei • Hanif Emamgholizadeh	2020-12-29
How to Train Your Differentiable Filter \| Alina Kloss • 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 • 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 • Rushabh Karnavat • Kaustubh Jirapure • Raviraj Joshi	2020-12-22
Improved Biomedical Word Embeddings in the Transformer Era \| Jiho Noh • 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 \| Harshit Rampal • Aman Mohanty	2020-12-17
Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions \| 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 \| Seanie Lee • Dong Bok Lee • Sung Ju Hwang	2020-12-14
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation \| Golnaz Ghiasi • Yin Cui • Aravind Srinivas • Rui Qian • Tsung-Yi Lin • Ekin D. Cubuk • Quoc V. Le • Barret Zoph # 1 OBJECT DETECTION ON PASCAL VOC 2007	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 \| Aritra Ghosh • Andrew S. Lan	2020-12-11
Morphology Matters: A Multilingual Language Modeling Analysis \| 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 \| 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 \| 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 \| Mohit Raghavendra • Pravan Omprakash • B R Mukesh • Sowmya Kamath # 1 LIP PASSWORD CLASSIFICATION ON MIRACL-VC1	2020-12-04
Bengali Abstractive News Summarization(BANS): A Neural Attention Approach \| 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 \| 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 \| 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 # 1 SEMANTIC SEGMENTATION ON MANIPALUAVID	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 # 1 MULTIPLE SEQUENCE ALIGNMENT ON OXBENCH	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 # 3 NEURAL ARCHITECTURE SEARCH ON IMAGENET	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 # 2 CARD GAMES ON LEGENDS OF CODE AND MAGIC (SELF-PLAY)	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 # 1 JOINT ENTITY AND RELATION EXTRACTION ON NYT	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 # 3 ARABIC TEXT DIACRITIZATION ON TASHKEELA	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 # 1 TEXT SUMMARIZATION ON ORANGESUM	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 # 1 MULTIMODAL ABSTRACTIVE TEXT SUMMARIZATION ON HOW2 300H	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 # 22 ATARI GAMES ON ATARI 2600 PONG	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 # 1 NAMED ENTITY RECOGNITION ON CONLL 2003 (GERMAN) REVISED	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 # 2 ASPECT SENTIMENT TRIPLET EXTRACTION ON SEMEVAL	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 # 1 AMR PARSING ON LDC2017T10	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 # 2 NATURAL LANGUAGE INFERENCE ON FARSTAIL	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 # 1 END-TO-END DIALOGUE MODELLING ON MULTIWOZ 2.1	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 # 3 TEXT CLASSIFICATION ON AG NEWS	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 # 3 FACT VERIFICATION ON KILT: FEVER	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 \| 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 # 3 SIGN LANGUAGE RECOGNITION ON AUTSL	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

Tasks

TASK	PAPERS	SHARE
Time Series	44	6.76%
Language Modelling	36	5.53%
Sentiment Analysis	26	3.99%
Speech Recognition	21	3.23%
Text Classification	19	2.92%
Machine Translation	15	2.30%
Image Classification	10	1.54%
Text Generation	10	1.54%
Named Entity Recognition	9	1.38%

Usage Over Time

This feature is experimental; we are continuously improving our matching algorithm.

Components

COMPONENT	TYPE	Add Remove
Sigmoid Activation	Activation Functions
Tanh Activation	Activation Functions

Categories

Add Remove

Recurrent Neural Networks