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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"

47 / 4,447 papers shown

Title
Continual Learning for Sentence Representations Using Conceptors Tianlin Liu Lyle Ungar João Sedoc CLL 57 52 0 18 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 49 3 0 11 Apr 2019
Deep Neural Networks Ensemble for Detecting Medication Mentions in Tweets D. Weissenbacher A. Sarker A. Klein K. O’Connor Arjun Magge Ranganatha G. Gonzalez-Hernandez 28 47 0 10 Apr 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 141 47 0 08 Apr 2019
Evaluating Coherence in Dialogue Systems using Entailment Nouha Dziri Ehsan Kamalloo K. Mathewson Osmar Zaiane 102 97 0 06 Apr 2019
Analyzing and Interpreting Neural Networks for NLP: A Report on the First BlackboxNLP Workshop Afra Alishahi Grzegorz Chrupała Tal Linzen NAI MILM 87 65 0 05 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 98 132 0 02 Apr 2019
Interpreting Black Box Models via Hypothesis Testing Collin Burns Jesse Thomason Wesley Tansey FAtt 65 9 0 29 Mar 2019
Distilling Task-Specific Knowledge from BERT into Simple Neural Networks Raphael Tang Yao Lu Linqing Liu Lili Mou Olga Vechtomova Jimmy J. Lin 80 421 0 28 Mar 2019
Cloze-driven Pretraining of Self-attention Networks Alexei Baevski Sergey Edunov Yinhan Liu Luke Zettlemoyer Michael Auli 52 198 0 19 Mar 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 109 441 0 14 Mar 2019
Evidence Sentence Extraction for Machine Reading Comprehension Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David A. McAllester Dan Roth 74 56 0 23 Feb 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 230 4,547 0 02 Feb 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 158 1,273 0 31 Jan 2019
Learning and Evaluating General Linguistic Intelligence Dani Yogatama Cyprien de Masson dÁutume Jerome T. Connor Tomás Kociský Mike Chrzanowski ... Angeliki Lazaridou Wang Ling Lei Yu Chris Dyer Phil Blunsom ELM AI4CE 174 211 0 31 Jan 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 88 99 0 29 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 149 2,750 0 22 Jan 2019
Sentence transition matrix: An efficient approach that preserves sentence semantics Myeongjun Jang Pilsung Kang 21 2 0 16 Jan 2019
Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments Alex Warstadt Samuel R. Bowman 92 23 0 11 Jan 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling Alex Jinpeng Wang Jan Hula Patrick Xia R. Pappagari R. Thomas McCoy ... Berlin Chen Benjamin Van Durme Edouard Grave Ellie Pavlick Samuel R. Bowman LRM VLM 78 27 0 28 Dec 2018
Adversarial Attack and Defense on Graph Data: A Survey Lichao Sun Yingtong Dou Carl Yang Ji Wang Yixin Liu Philip S. Yu Lifang He Yangqiu Song GNN AAML 139 286 0 26 Dec 2018
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 165 1,020 0 26 Dec 2018
Analysis Methods in Neural Language Processing: A Survey Yonatan Belinkov James R. Glass 121 558 0 21 Dec 2018
nocaps: novel object captioning at scale Harsh Agrawal Karan Desai Yufei Wang Xinlei Chen Rishabh Jain Mark Johnson Dhruv Batra Devi Parikh Stefan Lee Peter Anderson VLM 148 488 0 20 Dec 2018
Conditional BERT Contextual Augmentation Xing Wu Shangwen Lv Liangjun Zang Jizhong Han Songlin Hu 75 315 0 17 Dec 2018
Practical Text Classification With Large Pre-Trained Language Models Neel Kant Raul Puri Nikolai Yakovenko Bryan Catanzaro VLM 59 68 0 04 Dec 2018
Non-entailed subsequences as a challenge for natural language inference R. Thomas McCoy Tal Linzen 50 18 0 29 Nov 2018
Analyzing Compositionality-Sensitivity of NLI Models Yixin Nie Yicheng Wang Joey Tianyi Zhou CoGe 67 82 0 16 Nov 2018
Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference Masashi Yoshikawa K. Mineshima Hiroshi Noji D. Bekki 60 11 0 15 Nov 2018
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG P. Trichelair Ali Emami Adam Trischler Kaheer Suleman Jackie C.K. Cheung LRM 79 43 0 05 Nov 2018
Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks Jason Phang Thibault Févry Samuel R. Bowman 123 470 0 02 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 170 1,754 0 02 Nov 2018
Dialogue Natural Language Inference Sean Welleck Jason Weston Arthur Szlam Kyunghyun Cho HILM 110 254 0 01 Nov 2018
A Simple Recurrent Unit with Reduced Tensor Product Representations Shuai Tang P. Smolensky V. D. Sa 90 2 0 29 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.9K 95,531 0 11 Oct 2018
Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis Kelly W. Zhang Samuel R. Bowman 101 72 0 26 Sep 2018
Meta-Embedding as Auxiliary Task Regularization J. Ó. Neill Danushka Bollegala SSL 35 9 0 16 Sep 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 123 1,388 0 13 Sep 2018
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question Answering Eric Wallace Pedro Rodriguez Shi Feng Ikuya Yamada Jordan L. Boyd-Graber AAML 96 18 0 07 Sep 2018
Lexicosyntactic Inference in Neural Models Aaron Steven White Rachel Rudinger Kyle Rawlins Benjamin Van Durme 57 37 0 19 Aug 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 130 719 0 16 Aug 2018
A Survey of the Usages of Deep Learning in Natural Language Processing Dan Otter Julian R. Medina Jugal Kalita VLM 82 11 0 27 Jul 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 157 647 0 20 Jun 2018
Does the brain represent words? An evaluation of brain decoding studies of language understanding Jon Gauthier Anna A. Ivanova NAI 58 32 0 02 Jun 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 303 1,415 0 31 May 2018
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation Adam Poliak Aparajita Haldar Rachel Rudinger J. E. Hu Ellie Pavlick Aaron Steven White Benjamin Van Durme AI4CE 37 0 0 23 Apr 2018
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 103 2,846 0 09 Aug 2017