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GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

20 April 2018

Amanpreet Singh

Papers citing "GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding"

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Title
Semantics-aware BERT for Language Understanding Zhuosheng Zhang Yuwei Wu Zhao Hai Z. Li Shuailiang Zhang Xi Zhou Xiang Zhou 61 370 0 05 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 129 514 0 05 Sep 2019
From 'F' to Á' on the N.Y. Regents Science Exams: An Overview of the Aristo Project Peter Clark Oren Etzioni Daniel Khashabi Tushar Khot Bhavana Dalvi ... Niket Tandon Sumithra Bhakthavatsalam Dirk Groeneveld Michal Guerquin Michael Schmitz ELM 89 99 0 04 Sep 2019
Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set Katharina Kann Kyunghyun Cho Samuel R. Bowman 56 44 0 04 Sep 2019
On the Downstream Performance of Compressed Word Embeddings Avner May Jian Zhang Tri Dao Christopher Ré 80 27 0 03 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 593 2,680 0 03 Sep 2019
Automatic Argument Quality Assessment -- New Datasets and Methods Assaf Toledo Shai Gretz Edo Cohen-Karlik Roni Friedman Elad Venezian Dan Lahav Michal Jacovi R. Aharonov Noam Slonim 67 88 0 03 Sep 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang M. Zhou 109 233 0 03 Sep 2019
Transfer Fine-Tuning: A BERT Case Study Yuki Arase Junichi Tsujii 37 41 0 03 Sep 2019
QuASE: Question-Answer Driven Sentence Encoding Hangfeng He Qiang Ning Dan Roth 40 1 0 01 Sep 2019
Higher-order Comparisons of Sentence Encoder Representations Mostafa Abdou Artur Kulmizev Felix Hill D. Low Anders Søgaard 75 17 0 01 Sep 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin Jamaal Hay Dan Roth 202 551 0 31 Aug 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations Mingda Chen Zewei Chu Kevin Gimpel 86 46 0 31 Aug 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations Mingda Chen Zewei Chu Yang Chen K. Stratos Kevin Gimpel 56 12 0 31 Aug 2019
A Logic-Driven Framework for Consistency of Neural Models Tao Li Vivek Gupta Maitrey Mehta Vivek Srikumar AI4CE 123 106 0 31 Aug 2019
Knowledge Enhanced Attention for Robust Natural Language Inference Alexander Hanbo Li A. Sethy 44 11 0 31 Aug 2019
Probing Representations Learned by Multimodal Recurrent and Transformer Models Jindrich Libovický Pranava Madhyastha 59 0 0 29 Aug 2019
Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension Todor Mihaylov Anette Frank 79 29 0 28 Aug 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks Zi-Yi Dou Keyi Yu Antonios Anastasopoulos 71 127 0 27 Aug 2019
Multi-Granularity Representations of Dialog Shikib Mehri M. Eskénazi BDL 62 5 0 26 Aug 2019
Patient Knowledge Distillation for BERT Model Compression S. Sun Yu Cheng Zhe Gan Jingjing Liu 151 843 0 25 Aug 2019
Well-Read Students Learn Better: On the Importance of Pre-training Compact Models Iulia Turc Ming-Wei Chang Kenton Lee Kristina Toutanova 71 225 0 23 Aug 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 86 37 0 22 Aug 2019
"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer Xing Wu Tao Zhang Liangjun Zang Jizhong Han Songlin Hu 111 111 0 21 Aug 2019
X-SQL: reinforce schema representation with context Pengcheng He Yi Mao K. Chakrabarti Weizhu Chen 62 89 0 21 Aug 2019
WikiCREM: A Large Unsupervised Corpus for Coreference Resolution Vid Kocijan Oana-Maria Camburu Ana-Maria Cretu Yordan Yordanov Phil Blunsom Thomas Lukasiewicz 89 29 0 21 Aug 2019
Revealing the Dark Secrets of BERT Olga Kovaleva Alexey Romanov Anna Rogers Anna Rumshisky 56 556 0 21 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 254 2,496 0 20 Aug 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing -- A Tale of Two Parsers Revisited Artur Kulmizev Miryam de Lhoneux Johannes Gontrum Elena Fano Joakim Nivre 91 56 0 20 Aug 2019
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models Zhiquan Ye Qian Chen Wen Wang Zhenhua Ling 94 68 0 19 Aug 2019
EmotionX-IDEA: Emotion BERT -- an Affectional Model for Conversation Yen-Hao Huang Ssu-Rui Lee Mau-Yun Ma Yi-Hsin Chen Ya-Wen Yu Yi-Shin Chen 61 56 0 17 Aug 2019
Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing Jianquan Li Xiaokang Liu Wenpeng Yin Min Yang Liqun Ma Yaohong Jin AIMat 75 14 0 16 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 119 464 0 15 Aug 2019
SenseBERT: Driving Some Sense into BERT Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 91 187 0 15 Aug 2019
Visualizing and Understanding the Effectiveness of BERT Y. Hao Li Dong Furu Wei Ke Xu 150 186 0 15 Aug 2019
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Oren Barkan Noam Razin Itzik Malkiel Ori Katz Avi Caciularu Noam Koenigstein FedML 78 37 0 14 Aug 2019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Wei Wang Bin Bi Ming Yan Chen Henry Wu Zuyi Bao Jiangnan Xia Liwei Peng Luo Si 87 264 0 13 Aug 2019
On Identifiability in Transformers Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 77 189 0 12 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 117 610 0 31 Jul 2019
ERNIE 2.0: A Continual Pre-training Framework for Language Understanding Yu Sun Shuohuan Wang Yukun Li Shikun Feng Hao Tian Hua Wu Haifeng Wang CLL 104 813 0 29 Jul 2019
A Hybrid Neural Network Model for Commonsense Reasoning Pengcheng He Xiaodong Liu Weizhu Chen Jianfeng Gao LRM 75 29 0 27 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 782 24,613 0 26 Jul 2019
Careful Selection of Knowledge to solve Open Book Question Answering Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra Chitta Baral 70 62 0 24 Jul 2019
Generic Intent Representation in Web Search Hongfei Zhang Xia Song Chenyan Xiong Corby Rosset Paul N. Bennett Nick Craswell Saurabh Tiwary 107 52 0 24 Jul 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 197 1,974 0 24 Jul 2019
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 137 1,161 0 22 Jul 2019
A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller ELM 34 3 0 19 Jul 2019
Task Selection Policies for Multitask Learning John Glover Chris Hokamp OffRL 84 7 0 14 Jul 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 81 230 0 10 Jul 2019
Large Memory Layers with Product Keys Guillaume Lample Alexandre Sablayrolles MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou MoE 86 135 0 10 Jul 2019