Title
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Sergey Petrakov Christian Biemann VLM 3DV AI4TS 481 141 0 31 May 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 203 18 0 29 May 2020
Language Models are Few-Shot LearnersNeural Information Processing Systems (NeurIPS), 2020 Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 2.0K 51,623 0 28 May 2020
Syntactic Structure Distillation Pretraining For Bidirectional EncodersTransactions of the Association for Computational Linguistics (TACL), 2020 A. Kuncoro Lingpeng Kong Daniel Fried Dani Yogatama Laura Rimell Chris Dyer Phil Blunsom 174 35 0 27 May 2020
Counterfactual Detection meets Transfer Learning Kelechi Nwaike L. Jiao 129 2 0 27 May 2020
Predict-then-Decide: A Predictive Approach for Wait or Answer Task in Dialogue SystemsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020 Zehao Lin Shaobo Cui Guodun Li Xiaoming Kang Feng Ji Feng-Lin Li Zhongzhou Zhao Haiqing Chen Yin Zhang 194 3 0 27 May 2020
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too Jason Phang Iacer Calixto Phu Mon Htut Yada Pruksachatkun Haokun Liu Clara Vania Katharina Kann Samuel R. Bowman LRM 206 67 0 26 May 2020
ParsBERT: Transformer-based Model for Persian Language UnderstandingNeural Processing Letters (NPL), 2020 Mehrdad Farahani Mohammad Gharachorloo Marzieh Farahani Mohammad Manthouri 234 235 0 26 May 2020
NILE : Natural Language Inference with Faithful Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Sawan Kumar Partha P. Talukdar XAI LRM 259 169 0 25 May 2020
Summarizing and Exploring Tabular Data in Conversational Search Shuo Zhang Zhuyun Dai K. Balog Jamie Callan RALM LMTD 203 44 0 23 May 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 293 217 0 21 May 2020
BiQGEMM: Matrix Multiplication with Lookup Table For Binary-Coding-based Quantized DNNs Yongkweon Jeon Baeseong Park S. Kwon Byeongwook Kim Jeongin Yun Dongsoo Lee MQ 289 40 0 20 May 2020
Normalized Attention Without Probability Cage Oliver Richter Roger Wattenhofer 230 22 0 19 May 2020
Weak-Attention Suppression For Transformer Based Speech Recognition Yangyang Shi Yongqiang Wang Chunyang Wu Christian Fuegen Frank Zhang Duc Le Ching-Feng Yeh M. Seltzer 219 18 0 18 May 2020
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Singh Sachdeva Chitta Baral AIMat 111 14 0 18 May 2020
CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task Sirwe Saeedi Ali (Aliakbar) Panahi Seyran Saeedi A. Fong ReLM ELM LRM 221 12 0 17 May 2020
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang Sicheng Wang Meng Zhou Jiayuan Ding P. Xie ELM SSL 185 368 0 16 May 2020
Movement Pruning: Adaptive Sparsity by Fine-Tuning Victor Sanh Thomas Wolf Alexander M. Rush 307 550 0 15 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 196 66 0 13 May 2020
Large Scale Multi-Actor Generative Dialog Modeling Alex Boyd Raul Puri Mohammad Shoeybi M. Patwary Bryan Catanzaro 152 24 0 13 May 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis Hao Tian Can Gao Xinyan Xiao Hao Liu Bolei He Hua Wu Haifeng Wang Feng Wu 226 267 0 12 May 2020
Simultaneous paraphrasing and translation by fine-tuning Transformer models Rakesh Chada 88 5 0 12 May 2020
Enabling Language Models to Fill in the Blanks Chris Donahue Mina Lee Abigail Z. Jacobs 233 202 0 11 May 2020
A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering Nils Holzenberger Andrew Blair-Stanek Benjamin Van Durme ELM AILaw 176 74 0 11 May 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation Aditya Siddhant Ankur Bapna Yuan Cao Orhan Firat Mengzhao Chen Sneha Kudugunta N. Arivazhagan Yonghui Wu 218 88 0 11 May 2020
How Context Affects Language Models' Factual Predictions Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktaschel Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM 190 252 0 10 May 2020
Transformer Based Language Models for Similar Text Retrieval and Ranking Javed Qadrud-Din Ashraf Bah Rabiou Ryan S Walker Ravindra Soni M. Gajek Gabriel Pack A. Rangaraj 105 6 0 10 May 2020
Measuring the Algorithmic Efficiency of Neural Networks Danny Hernandez Tom B. Brown 526 107 0 08 May 2020
JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation Zhuoyuan Mao Fabien Cromierès Mary Dabre Israfel Salazar Sadao Kurohashi 164 4 0 07 May 2020
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting Sheng-Chieh Lin Jheng-Hong Yang Rodrigo Nogueira Ming-Feng Tsai Chuan-Ju Wang Jimmy J. Lin 164 25 0 05 May 2020
Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters Wei Zhang Quan Chen Kaihua Fu Ningxin Zheng Zhiyi Huang Jingwen Leng Chao Li Wenli Zheng Minyi Guo 79 3 0 05 May 2020
Establishing Baselines for Text Classification in Low-Resource Languages Jan Christian Blaise Cruz C. Cheng 167 45 0 05 May 2020
Exploring Controllable Text Generation TechniquesInternational Conference on Computational Linguistics (COLING), 2020 Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 355 96 0 04 May 2020
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization TechniquesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Kundan Krishna Sopan Khosla Jeffrey P. Bigham Zachary Chase Lipton 334 134 0 04 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Annual Meeting of the Association for Computational Linguistics (ACL), 2020 Tal Linzen 448 204 0 03 May 2020
Teaching Machine Comprehension with Compositional ExplanationsFindings (Findings), 2020 Qinyuan Ye Xiao Huang Elizabeth Boschee Xiang Ren LRM ReLM 309 36 0 02 May 2020
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Woojeong Jin Rahul Khanna Suji Kim Dong-Ho Lee Fred Morstatter Aram Galstyan Xiang Ren AI4TS 254 47 0 02 May 2020
Synthesizer: Rethinking Self-Attention in Transformer ModelsInternational Conference on Machine Learning (ICML), 2020 Yi Tay Dara Bahri Donald Metzler Da-Cheng Juan Zhe Zhao Che Zheng 261 379 0 02 May 2020
UnifiedQA: Crossing Format Boundaries With a Single QA SystemFindings (Findings), 2020 Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 569 791 0 02 May 2020
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question AnsweringFindings (Findings), 2020 Peifeng Wang Nanyun Peng Filip Ilievski Pedro A. Szekely Xiang Ren 188 93 0 02 May 2020
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Yanlin Feng Xinyue Chen Bill Yuchen Lin Peifeng Wang Jun Yan Xiang Ren LRM KELM 197 263 0 01 May 2020
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?Annual Meeting of the Association for Computational Linguistics (ACL), 2020 Yada Pruksachatkun Jason Phang Haokun Liu Phu Mon Htut Xiaoyi Zhang Richard Yuanzhe Pang Clara Vania Katharina Kann Samuel R. Bowman CLL LRM 205 204 0 01 May 2020
Probing Contextual Language Models for Common Ground with Visual Representations Gabriel Ilharco Rowan Zellers Ali Farhadi Hannaneh Hajishirzi 312 14 0 01 May 2020
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-trainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Yizhe Zhang Guoyin Wang Chunyuan Li Zhe Gan Chris Brockett Bill Dolan 219 30 0 01 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis ResearchIEEE Transactions on Affective Computing (IEEE TAC), 2020 Soujanya Poria Devamanyu Hazarika Navonil Majumder Amélie Reymond 554 221 0 01 May 2020
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-trainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Linjie Li Yen-Chun Chen Yu Cheng Zhe Gan Licheng Yu Jingjing Liu MLLM VLM OffRL AI4TS 645 536 0 01 May 2020
Cross-Linguistic Syntactic Evaluation of Word Prediction ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Aaron Mueller Garrett Nicolai Panayiota Petrou-Zeniou N. Talmina Tal Linzen 230 63 0 01 May 2020
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Wenhan Xiong Hong Wang Wenjie Wang RALM 308 17 0 30 Apr 2020
TLDR: Extreme Summarization of Scientific DocumentsFindings (Findings), 2020 Isabel Cachola Kyle Lo Arman Cohan Daniel S. Weld 268 250 0 30 Apr 2020
Template Guided Text Generation for Task-Oriented Dialogue Mihir Kale Abhinav Rastogi 217 12 0 30 Apr 2020