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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
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 84 95 0 09 Jul 2019
To Tune or Not To Tune? How About the Best of Both Worlds? Ran A. Wang Haibo Su Chunye Wang Kailin Ji J. Ding VLM 74 17 0 09 Jul 2019
A Comparative Analysis of Knowledge-Intensive and Data-Intensive Semantic Parsers Junjie Cao Zi-yu Lin Weiwei SUN Xiaojun Wan 27 1 0 04 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 246 8,462 0 19 Jun 2019
PyRobot: An Open-source Robotics Framework for Research and Benchmarking Adithyavairavan Murali Tao Chen Kalyan Vasudev Alwala Dhiraj Gandhi Lerrel Pinto Saurabh Gupta Abhinav Gupta 70 108 0 19 Jun 2019
Evaluating Protein Transfer Learning with TAPE Roshan Rao Nicholas Bhattacharya Neil Thomas Yan Duan Xi Chen John F. Canny Pieter Abbeel Yun S. Song SSL 108 811 0 19 Jun 2019
Unsupervised State Representation Learning in Atari Ankesh Anand Evan Racah Sherjil Ozair Yoshua Bengio Marc-Alexandre Côté R. Devon Hjelm SSL 149 255 0 19 Jun 2019
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model Jiin Nam Seunghyun Yoon Kyomin Jung LM&MA 24 3 0 19 Jun 2019
Can neural networks understand monotonicity reasoning? Hitomi Yanaka K. Mineshima D. Bekki Kentaro Inui Satoshi Sekine Lasha Abzianidze Johan Bos LRM 67 81 0 15 Jun 2019
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning Gonçalo M. Correia André F. T. Martins 40 42 0 14 Jun 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 113 847 0 13 Jun 2019
Continual and Multi-Task Architecture Search Ramakanth Pasunuru Joey Tianyi Zhou CLL 67 48 0 12 Jun 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain Yichong Xu Xiaodong Liu Chunyuan Li Hoifung Poon Jianfeng Gao MedIm 81 15 0 11 Jun 2019
Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View Yiping Lu Zhuohan Li Di He Zhiqing Sun Bin Dong Tao Qin Liwei Wang Tie-Yan Liu AI4CE 84 176 0 06 Jun 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning Nazneen Rajani Bryan McCann Caiming Xiong R. Socher ReLM LRM 102 566 0 06 Jun 2019
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings Vihari Piratla Sunita Sarawagi Soumen Chakrabarti CLL 26 0 0 05 Jun 2019
The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction Dimitrios Alikaniotis Vipul Raheja 63 23 0 04 Jun 2019
KERMIT: Generative Insertion-Based Modeling for Sequences William Chan Nikita Kitaev Kelvin Guu Mitchell Stern Jakob Uszkoreit VLM 90 65 0 04 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 115 84 0 02 Jun 2019
Efficient Adaptation of Pretrained Transformers for Abstractive Summarization Andrew Hoang Antoine Bosselut Asli Celikyilmaz Yejin Choi 76 41 0 01 Jun 2019
Pre-Training Graph Neural Networks for Generic Structural Feature Extraction Ziniu Hu Changjun Fan Ting-Li Chen Kai-Wei Chang Yizhou Sun 63 44 0 31 May 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension Alon Talmor Jonathan Berant 98 173 0 31 May 2019
A Compare-Aggregate Model with Latent Clustering for Answer Selection Seunghyun Yoon Franck Dernoncourt Doo Soon Kim Trung Bui Kyomin Jung 72 69 0 30 May 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 147 1,034 0 29 May 2019
DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning Xiawu Zheng Chenyi Yang Shaokun Zhang Yan Wang Baochang Zhang Yongjian Wu Yunsheng Wu Ling Shao Rongrong Ji 88 22 0 28 May 2019
XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering Jasdeep Singh Bryan McCann N. Keskar Caiming Xiong R. Socher ELM 70 81 0 27 May 2019
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark Nikita Nangia Samuel R. Bowman ELM ALM 82 76 0 24 May 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 318 1,562 0 24 May 2019
Hangul Fonts Dataset: a Hierarchical and Compositional Dataset for Investigating Learned Representations J. Livezey Ahyeon Hwang Jacob Yeung K. Bouchard 98 0 0 23 May 2019
Story Ending Prediction by Transferable BERT Zhongyang Li Xiao Ding Ting Liu 78 52 0 17 May 2019
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 159 1,404 0 17 May 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 213 866 0 15 May 2019
A Surprisingly Robust Trick for Winograd Schema Challenge Vid Kocijan Ana-Maria Cretu Oana-Maria Camburu Yordan Yordanov Thomas Lukasiewicz 86 101 0 15 May 2019
The Algonauts Project: A Platform for Communication between the Sciences of Biological and Artificial Intelligence Radoslaw Martin Cichy Gemma Roig A. Andonian Kshitij Dwivedi B. Lahner A. Lascelles Y. Mohsenzadeh K. Ramakrishnan A. Oliva 76 44 0 14 May 2019
Survey on Evaluation Methods for Dialogue Systems Jan Deriu Álvaro Rodrigo Arantxa Otegi Guillermo Echegoyen S. Rosset Eneko Agirre Mark Cieliebak 116 284 0 10 May 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 244 1,561 0 08 May 2019
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance Wataru Sakata Tomohide Shibata Ribeka Tanaka Sadao Kurohashi RALM 67 108 0 08 May 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 152 966 0 07 May 2019
Taming Pretrained Transformers for Extreme Multi-label Text Classification Wei-Cheng Chang Hsiang-Fu Yu Kai Zhong Yiming Yang Inderjit Dhillon 75 20 0 07 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 353 2,328 0 02 May 2019
HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning Hitomi Yanaka K. Mineshima D. Bekki Kentaro Inui Satoshi Sekine Lasha Abzianidze Johan Bos 78 62 0 27 Apr 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 78 107 0 25 Apr 2019
Semantic Drift in Multilingual Representations Lisa Beinborn Rochelle Choenni 64 27 0 24 Apr 2019
Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge Yu-Ping Ruan Xiao-Dan Zhu Zhenhua Ling Zhan Shi Quan Liu Si Wei 58 16 0 22 Apr 2019
NeuronBlocks: Building Your NLP DNN Models Like Playing Lego Ming Gong Linjun Shou Wutao Lin Zhijie Sang Quanjia Yan Ze Yang Feixiang Cheng Daxin Jiang 46 5 0 21 Apr 2019
Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao FedML 73 183 0 20 Apr 2019
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 93 122 0 20 Apr 2019
Unifying Question Answering, Text Classification, and Regression via Span Extraction N. Keskar Bryan McCann Caiming Xiong R. Socher BDL 69 21 0 19 Apr 2019
ERNIE: Enhanced Representation through Knowledge Integration Yu Sun Shuohuan Wang Yukun Li Shikun Feng Xuyi Chen Han Zhang Xin Tian Danxiang Zhu Hao Tian Hua Wu 131 907 0 19 Apr 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 126 681 0 19 Apr 2019