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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
When BERT Plays the Lottery, All Tickets Are Winning Sai Prasanna Anna Rogers Anna Rumshisky MILM 88 187 0 01 May 2020
Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance Prasetya Ajie Utama N. Moosavi Iryna Gurevych OODD 130 127 0 01 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 220 860 0 01 May 2020
Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment Forrest Davis Marten van Schijndel 58 23 0 01 May 2020
A Matter of Framing: The Impact of Linguistic Formalism on Probing Results Ilia Kuznetsov Iryna Gurevych 52 26 0 30 Apr 2020
Segatron: Segment-Aware Transformer for Language Modeling and Understanding Richard He Bai Peng Shi Jimmy J. Lin Yuqing Xie Luchen Tan Kun Xiong Wen Gao Ming Li 38 8 0 30 Apr 2020
Investigating Transferability in Pretrained Language Models Alex Tamkin Trisha Singh D. Giovanardi Noah D. Goodman MILM 88 48 0 30 Apr 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe Sebastian Ruder Dani Yogatama Gorka Labaka Eneko Agirre 78 72 0 30 Apr 2020
Language Model Prior for Low-Resource Neural Machine Translation Christos Baziotis Barry Haddow Alexandra Birch 83 54 0 30 Apr 2020
Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? Hitomi Yanaka K. Mineshima D. Bekki Kentaro Inui NAI 61 51 0 30 Apr 2020
NUBIA: NeUral Based Interchangeability Assessor for Text Generation Hassan Kané Muhammed Yusuf Kocyigit Ali Abdalla Pelkins Ajanoh Mohamed Coulibali 79 59 0 30 Apr 2020
TAVAT: Token-Aware Virtual Adversarial Training for Language Understanding Linyang Li Xipeng Qiu 78 17 0 30 Apr 2020
Hierarchical Encoders for Modeling and Interpreting Screenplays G. Bhat Avneesh Singh Saluja Melody Dye Jan Florjanczyk 47 5 0 30 Apr 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations Julian Michael Jan A. Botha Ian Tenney 64 43 0 29 Apr 2020
Posterior Calibrated Training on Sentence Classification Tasks Taehee Jung Dongyeop Kang Hua Cheng L. Mentch Thomas Schaaf UQCV 40 12 0 29 Apr 2020
What Happens To BERT Embeddings During Fine-tuning? Amil Merchant Elahe Rahimtoroghi Ellie Pavlick Ian Tenney 110 189 0 29 Apr 2020
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation Nithin Holla Pushkar Mishra H. Yannakoudakis Ekaterina Shutova 88 28 0 29 Apr 2020
Detecting Perceived Emotions in Hurricane Disasters Shrey Desai Cornelia Caragea Junyi Jessy Li 35 31 0 29 Apr 2020
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference Jingfei Du Myle Ott Haoran Li Xing Zhou Veselin Stoyanov AI4CE 66 10 0 29 Apr 2020
Towards Transparent and Explainable Attention Models Akash Kumar Mohankumar Preksha Nema Sharan Narasimhan Mitesh M. Khapra Balaji Vasan Srinivasan Balaraman Ravindran 79 102 0 29 Apr 2020
KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion Jie Zhou Shengding Hu Xin Lv Cheng Yang Zhiyuan Liu Wei Xu Jie Jiang Juan-Zi Li Maosong Sun 137 6 0 28 Apr 2020
The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions Xiang Zhou Yixin Nie Hao Tan Joey Tianyi Zhou 111 41 0 28 Apr 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey Simon Vandenhende Stamatios Georgoulis Wouter Van Gansbeke Marc Proesmans Dengxin Dai Luc Van Gool CVBM 71 73 0 28 Apr 2020
Semantics-Aware Inferential Network for Natural Language Understanding Shuailiang Zhang Hai Zhao Junru Zhou LRM 71 4 0 28 Apr 2020
PuzzLing Machines: A Challenge on Learning From Small Data Gözde Gül Sahin Yova Kementchedjhieva Phillip Rust Iryna Gurevych AAML LRM 30 16 0 27 Apr 2020
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference Ji Xin Raphael Tang Jaejun Lee Yaoliang Yu Jimmy J. Lin 65 377 0 27 Apr 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu KELM CLL 140 226 0 27 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
GLUECoS : An Evaluation Benchmark for Code-Switched NLP Simran Khanuja Sandipan Dandapat A. Srinivasan Sunayana Sitaram Monojit Choudhury ELM 75 148 0 26 Apr 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu Jiaxin Pei Hongtao Wu Yiyu Liu Chenliang Li MLLM VLM 59 14 0 26 Apr 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing Mengjie Zhao Philipp Dufter Yadollah Yaghoobzadeh Hinrich Schütze 83 27 0 25 Apr 2020
New Protocols and Negative Results for Textual Entailment Data Collection Samuel R. Bowman J. Palomaki Livio Baldini Soares Emily Pitler 70 7 0 24 Apr 2020
How fine can fine-tuning be? Learning efficient language models Evani Radiya-Dixit Xin Wang 53 66 0 24 Apr 2020
Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order Yi-Lun Liao Xin Jiang Qun Liu 56 40 0 24 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 82 90 0 24 Apr 2020
Self-Attention Attribution: Interpreting Information Interactions Inside Transformer Y. Hao Li Dong Furu Wei Ke Xu ViT 108 229 0 23 Apr 2020
A Review of Winograd Schema Challenge Datasets and Approaches Vid Kocijan Thomas Lukasiewicz E. Davis G. Marcus L. Morgenstern 72 44 0 23 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 210 2,452 0 23 Apr 2020
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition Dingmin Wang Chenghua Lin Qi Liu Kam-Fai Wong 57 17 0 22 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 122 361 0 21 Apr 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 74 162 0 21 Apr 2020
MPNet: Masked and Permuted Pre-training for Language Understanding Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 111 1,142 0 20 Apr 2020
Variational Inference for Learning Representations of Natural Language Edits Edison Marrese-Taylor Machel Reid Y. Matsuo BDL DRL KELM 85 8 0 20 Apr 2020
Adversarial Training for Large Neural Language Models Xiaodong Liu Hao Cheng Pengcheng He Weizhu Chen Yu Wang Hoifung Poon Jianfeng Gao AAML 83 186 0 20 Apr 2020
BanFakeNews: A Dataset for Detecting Fake News in Bangla Md. Zobaer Hossain Md Ashraful Rahman Md. Saiful Islam Sudipta Kar 73 100 0 19 Apr 2020
Are we pretraining it right? Digging deeper into visio-linguistic pretraining Amanpreet Singh Vedanuj Goswami Devi Parikh VLM 78 48 0 19 Apr 2020
ETC: Encoding Long and Structured Inputs in Transformers Joshua Ainslie Santiago Ontanon Chris Alberti Vaclav Cvicek Zachary Kenneth Fisher Philip Pham Anirudh Ravula Sumit Sanghai Qifan Wang Li Yang 86 55 0 17 Apr 2020
Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning Joongbo Shin Yoonhyung Lee Seunghyun Yoon Kyomin Jung OOD 68 12 0 17 Apr 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training Joe Stacey Pasquale Minervini Haim Dubossarsky Sebastian Riedel Tim Rocktaschel AI4CE 79 8 0 16 Apr 2020
Training with Quantization Noise for Extreme Model Compression Angela Fan Pierre Stock Benjamin Graham Edouard Grave Remi Gribonval Hervé Jégou Armand Joulin MQ 111 246 0 15 Apr 2020