Title
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media Hansi Hettiarachchi Mariam Adedoyin-Olowe Jagdev Bhogal M. Gaber 40 34 0 10 Jun 2020
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines Marius Mosbach Maksym Andriushchenko Dietrich Klakow 187 363 0 08 Jun 2020
BERT Loses Patience: Fast and Robust Inference with Early Exit Wangchunshu Zhou Canwen Xu Tao Ge Julian McAuley Ke Xu Furu Wei 63 343 0 07 Jun 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi Osvald Nitski Bo Wang Gary D. Bader SSL 149 499 0 05 Jun 2020
Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 V. Kieuvongngam Bowen Tan Yiming Niu AI4MH 56 96 0 03 Jun 2020
CausaLM: Causal Model Explanation Through Counterfactual Language Models Amir Feder Nadav Oved Uri Shalit Roi Reichart CML LRM 161 162 0 27 May 2020
Living Machines: A study of atypical animacy Mariona Coll Ardanuy F. Nanni K. Beelen Kasra Hosseini R. Ahnert J. Lawrence Katherine McDonough Giorgia Tolfo Daniel C. S. Wilson Barbara McGillivray 56 20 0 22 May 2020
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction L. Rasmy Yang Xiang Z. Xie Cui Tao Degui Zhi AI4MH LM&MA 104 704 0 22 May 2020
On the Robustness of Language Encoders against Grammatical Errors Fan Yin Quanyu Long Tao Meng Kai-Wei Chang 81 35 0 12 May 2020
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Pratik Ringshia Davide Testuggine 109 611 0 10 May 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 219 1,110 0 08 May 2020
GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient Inference Ali Hadi Zadeh Isak Edo Omar Mohamed Awad Andreas Moshovos MQ 72 190 0 08 May 2020
Blind Backdoors in Deep Learning Models Eugene Bagdasaryan Vitaly Shmatikov AAML FedML SILM 160 310 0 08 May 2020
Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders Terra Blevins Luke Zettlemoyer 68 167 0 06 May 2020
Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang Mounica Maddela Wuwei Lan Yang Zhong Wenyuan Xu 105 162 0 05 May 2020
Quantifying Attention Flow in Transformers Samira Abnar Willem H. Zuidema 177 808 0 02 May 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning Michael Boratko Xiang Lorraine Li Rajarshi Das Timothy J. O'Gorman Daniel Le Andrew McCallum 122 58 0 02 May 2020
Contrastive Self-Supervised Learning for Commonsense Reasoning T. Klein Moin Nabi LRM SSL 81 63 0 02 May 2020
When BERT Plays the Lottery, All Tickets Are Winning Sai Prasanna Anna Rogers Anna Rumshisky MILM 88 187 0 01 May 2020
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering Pratyay Banerjee Chitta Baral 90 65 0 01 May 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 146 631 0 30 Apr 2020
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society Firoj Alam Shaden Shaar Fahim Dalvi Hassan Sajjad Alex Nikolov ... Tommaso Caselli Gijs Danoe Friso Stolk Britt Bruntink Preslav Nakov 118 160 0 30 Apr 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 197 465 0 30 Apr 2020
Question Rewriting for Conversational Question Answering Svitlana Vakulenko Shayne Longpre Zhucheng Tu R. Anantha 92 180 0 30 Apr 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning Alexandre Tamborrino Nicola Pellicanò B. Pannier Pascal Voitot Louise Naudin LRM 81 63 0 29 Apr 2020
MAVEN: A Massive General Domain Event Detection Dataset Xiaozhi Wang Ziqi Wang Xu Han Wangyi Jiang Rong Han Zhiyuan Liu Juan-Zi Li Peng Li Yankai Lin Jie Zhou 69 189 0 28 Apr 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models Mengjie Zhao Tao R. Lin Fei Mi Martin Jaggi Hinrich Schütze 77 121 0 26 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 207 2,452 0 23 Apr 2020
The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic Viet-An Duong Phu Pham Tongyu Yang Yu Wang Jiebo Luo AI4CE 45 94 0 21 Apr 2020
Knowledge-Driven Distractor Generation for Cloze-style Multiple Choice Questions Siyu Ren Kenny Q. Zhu 48 48 0 21 Apr 2020
Pretrained Transformers Improve Out-of-Distribution Robustness Dan Hendrycks Xiaoyuan Liu Eric Wallace Adam Dziedzic R. Krishnan Basel Alomair OOD 221 436 0 13 Apr 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark Liang Xu Hai Hu Xuanwei Zhang Lu Li Chenjie Cao ... Cong Yue Xinrui Zhang Zhen-Yi Yang Kyle Richardson Zhenzhong Lan ELM 110 388 0 13 Apr 2020
Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned Edwin Zhang Nikhil Gupta Rodrigo Nogueira Kyunghyun Cho Jimmy J. Lin 55 58 0 10 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 94 486 0 08 Apr 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning Zhaojiang Lin Andrea Madotto Pascale Fung 105 163 0 08 Apr 2020
A Sentence Cloze Dataset for Chinese Machine Reading Comprehension Yiming Cui Ting Liu Ziqing Yang Zhipeng Chen Wentao Ma Wanxiang Che Shijin Wang Guoping Hu 73 19 0 07 Apr 2020
DARE: Data Augmented Relation Extraction with GPT-2 Yannis Papanikolaou Andrea Pierleoni 60 76 0 06 Apr 2020
Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni Yoav Goldberg 101 252 0 05 Apr 2020
Deep Entity Matching with Pre-Trained Language Models Yuliang Li Jinfeng Li Yoshihiko Suhara A. Doan W. Tan VLM 108 391 0 01 Apr 2020
Give your Text Representation Models some Love: the Case for Basque Rodrigo Agerri Iñaki San Vicente Jon Ander Campos Ander Barrena X. Saralegi Aitor Soroa Etxabe Eneko Agirre 56 63 0 31 Mar 2020
Named Entities in Medical Case Reports: Corpus and Experiments Sarah Schulz Jurica vSeva Samuel Rodriguez Malte Ostendorff Georg Rehm 44 9 0 29 Mar 2020
Mining Coronavirus (COVID-19) Posts in Social Media Negin Karisani Payam Karisani 38 24 0 28 Mar 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 344 302 0 17 Mar 2020
BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward Florian Schmidt Thomas Hofmann 88 8 0 05 Mar 2020
jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models Yada Pruksachatkun Philip Yeres Haokun Liu Jason Phang Phu Mon Htut Alex Jinpeng Wang Ian Tenney Samuel R. Bowman SSeg 36 94 0 04 Mar 2020
Med7: a transferable clinical natural language processing model for electronic health records Andrey Kormilitzin N. Vaci Qiang Liu A. Nevado-Holgado 97 120 0 03 Mar 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 137 1,511 0 27 Feb 2020
Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data Charles H. Martin Tongsu Peng Peng Michael W. Mahoney 111 110 0 17 Feb 2020
TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient Retrieval Wenhao Lu Jian Jiao Ruofei Zhang 60 50 0 14 Feb 2020
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks Carlos Aspillaga Andrés Carvallo Vladimir Araujo ELM 69 31 0 14 Feb 2020