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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
CxGBERT: BERT meets Construction Grammar Harish Tayyar Madabushi Laurence Romain Dagmar Divjak P. Milin 53 43 0 09 Nov 2020
Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads Zhengyan Zhang Fanchao Qi Zhiyuan Liu Qun Liu Maosong Sun VLM 91 31 0 07 Nov 2020
From Dataset Recycling to Multi-Property Extraction and Beyond Tomasz Dwojak Michal Pietruszka Łukasz Borchmann Jakub Chlkedowski Filip Graliñski 91 5 0 06 Nov 2020
Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training Dongha Choi Hyunju Lee 30 5 0 04 Nov 2020
Towards Code-switched Classification Exploiting Constituent Language Resources Tanvi Dadu Kartikey Pant 53 9 0 03 Nov 2020
Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory Hannah Chen Yangfeng Ji David Evans 50 15 0 03 Nov 2020
CharBERT: Character-aware Pre-trained Language Model Wentao Ma Yiming Cui Chenglei Si Ting Liu Shijin Wang Guoping Hu 90 109 0 03 Nov 2020
Meta-Learning for Natural Language Understanding under Continual Learning Framework Jiacheng Wang Yang Fan Duo Jiang Shiqing Li CLL 18 0 0 03 Nov 2020
Meta-learning Transferable Representations with a Single Target Domain Hong Liu Jeff Z. HaoChen Colin Wei Tengyu Ma AAML 91 5 0 03 Nov 2020
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Beliz Gunel Jingfei Du Alexis Conneau Ves Stoyanov 87 508 0 03 Nov 2020
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks Brihi Joshi Neil Shah Francesco Barbieri Leonardo Neves 82 5 0 02 Nov 2020
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English Marius Mosbach Stefania Degaetano-Ortlieb Marie-Pauline Krielke Badr M. Abdullah Dietrich Klakow 27 7 0 02 Nov 2020
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 85 222 0 02 Nov 2020
Emergent Communication Pretraining for Few-Shot Machine Translation Yaoyiran Li Edoardo Ponti Ivan Vulić Anna Korhonen 106 19 0 02 Nov 2020
Influence Patterns for Explaining Information Flow in BERT Kaiji Lu Zifan Wang Piotr (Peter) Mardziel Anupam Datta GNN 103 16 0 02 Nov 2020
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP Fajri Koto Afshin Rahimi Jey Han Lau Timothy Baldwin 68 263 0 02 Nov 2020
Dynamic Data Selection for Curriculum Learning via Ability Estimation John P. Lalor Hong-ye Yu 61 24 0 30 Oct 2020
SLM: Learning a Discourse Language Representation with Sentence Unshuffling Haejun Lee Drew A. Hudson Kangwook Lee Christopher D. Manning SSL 119 52 0 30 Oct 2020
Semantic Labeling Using a Deep Contextualized Language Model M. Trabelsi Jin Cao J. Heflin VLM 45 14 0 30 Oct 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin Yasaman Razeghi Robert L Logan IV Eric Wallace Sameer Singh KELM 120 409 0 29 Oct 2020
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark Tatiana Shavrina Alena Fenogenova Anton A. Emelyanov Denis Shevelev Ekaterina Artemova Valentin Malykh Vladislav Mikhailov Maria Tikhonova Andrey Chertok Andrey Evlampiev VLM ELM 89 82 0 29 Oct 2020
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports A. Edwards David Rogers Jose Camacho-Collados Hélène de Ribaupierre Alun D. Preece 74 1 0 27 Oct 2020
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus Isaac Caswell Theresa Breiner D. Esch Ankur Bapna 92 90 0 27 Oct 2020
Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping Minjia Zhang Yuxiong He AI4CE 48 104 0 26 Oct 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 105 93 0 25 Oct 2020
Pre-trained Summarization Distillation Sam Shleifer Alexander M. Rush 62 103 0 24 Oct 2020
ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin Ashish Sabharwal Tushar Khot 114 3 0 24 Oct 2020
ANLIzing the Adversarial Natural Language Inference Dataset Adina Williams Tristan Thrush Douwe Kiela AAML 255 47 0 24 Oct 2020
Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education Debajyoti Datta Maria Phillips Jennifer L. Chiu G. Watson J. Bywater Laura E. Barnes Donald E. Brown 54 7 0 23 Oct 2020
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering Arij Riabi Thomas Scialom Rachel Keraron Benoît Sagot Djamé Seddah Jacopo Staiano 218 54 0 23 Oct 2020
Concealed Data Poisoning Attacks on NLP Models Eric Wallace Tony Zhao Shi Feng Sameer Singh SILM 83 20 0 23 Oct 2020
On the Transformer Growth for Progressive BERT Training Xiaotao Gu Liyuan Liu Hongkun Yu Jing Li Chong Chen Jiawei Han VLM 120 54 0 23 Oct 2020
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification Francesco Barbieri Jose Camacho-Collados Leonardo Neves Luis Espinosa-Anke VLM 97 732 0 23 Oct 2020
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Moussa Kamal Eddine A. Tixier Michalis Vazirgiannis BDL 137 65 0 23 Oct 2020
ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding Dongling Xiao Yukun Li Han Zhang Yu Sun Hao Tian Hua Wu Haifeng Wang 29 39 0 23 Oct 2020
The Turking Test: Can Language Models Understand Instructions? Avia Efrat Omer Levy ELM LRM 119 96 0 22 Oct 2020
Language Models are Open Knowledge Graphs Chenguang Wang Xiao Liu Basel Alomair SSL KELM 79 137 0 22 Oct 2020
Limitations of Autoregressive Models and Their Alternatives Chu-cheng Lin Aaron Jaech Xin Li Matthew R. Gormley Jason Eisner 86 63 0 22 Oct 2020
UniCase -- Rethinking Casing in Language Models Rafal Powalski Tomasz Stanislawek 36 4 0 22 Oct 2020
AdapterDrop: On the Efficiency of Adapters in Transformers Andreas Rucklé Gregor Geigle Max Glockner Tilman Beck Jonas Pfeiffer Nils Reimers Iryna Gurevych 127 267 0 22 Oct 2020
Rewriting Meaningful Sentences via Conditional BERT Sampling and an application on fooling text classifiers Lei Xu Ivan Ramirez K. Veeramachaneni AAML 32 2 0 22 Oct 2020
Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data Michael L. Wick Kate Silverstein Jean-Baptiste Tristan Adam Craig Pocock Mark Johnson 40 3 0 22 Oct 2020
Towards Fully Bilingual Deep Language Modeling Li-Hsin Chang S. Pyysalo Jenna Kanerva Filip Ginter 67 3 0 22 Oct 2020
Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus Navita Goyal Balaji Vasan Srinivasan Anandhavelu Natarajan Abhilasha Sancheti 98 20 0 22 Oct 2020
Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data Lingkai Kong Haoming Jiang Yuchen Zhuang Jie Lyu T. Zhao Chao Zhang OODD 91 26 0 22 Oct 2020
Bayesian Attention Modules Xinjie Fan Shujian Zhang Bo Chen Mingyuan Zhou 183 62 0 20 Oct 2020
Optimal Subarchitecture Extraction For BERT Adrian de Wynter Daniel J. Perry MQ 98 18 0 20 Oct 2020
BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search Yunjiang Jiang Yue Shang Ziyang Liu Hongwei Shen Yun Xiao Wei Xiong Sulong Xu Weipeng P. Yan Di Jin 62 17 0 20 Oct 2020
Example-Driven Intent Prediction with Observers Shikib Mehri Mihail Eric 72 40 0 17 Oct 2020
TweetBERT: A Pretrained Language Representation Model for Twitter Text Analysis Mohiuddin Md Abdul Qudar Vijay K. Mago SSeg 62 38 0 17 Oct 2020