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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
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 105 201 0 20 Dec 2019
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 307 2,057 0 18 Dec 2019
Multilingual is not enough: BERT for Finnish Antti Virtanen Jenna Kanerva Rami Ilo Jouni Luoma Juhani Luotolahti T. Salakoski Filip Ginter S. Pyysalo 88 281 0 15 Dec 2019
WaLDORf: Wasteless Language-model Distillation On Reading-comprehension J. Tian A. Kreuzer Pai-Hung Chen Hans-Martin Will VLM 60 3 0 13 Dec 2019
Extending Machine Language Models toward Human-Level Language Understanding James L. McClelland Felix Hill Maja R. Rudolph Jason Baldridge Hinrich Schütze LRM 78 35 0 12 Dec 2019
FlauBERT: Unsupervised Language Model Pre-training for French Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 111 401 0 11 Dec 2019
Unsupervised Transfer Learning via BERT Neuron Selection M. Valipour E. Lee Jaime R. Jamacaro C. Bessega 58 5 0 10 Dec 2019
Adversarial Analysis of Natural Language Inference Systems Tiffany Chien Jugal Kalita AAML 56 12 0 07 Dec 2019
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari Dhruv Batra Devi Parikh Abhishek Das VLM 109 117 0 05 Dec 2019
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 66 70 0 04 Dec 2019
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue Gaurav Kumar Rishabh Joshi Jaspreet Singh Promod Yenigalla 68 7 0 04 Dec 2019
TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP Nils Rethmeier V. Saxena Isabelle Augenstein FAtt 76 2 0 02 Dec 2019
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators Chandrakant Bothe C. Weber S. Magg S. Wermter 57 10 0 02 Dec 2019
EduBERT: Pretrained Deep Language Models for Learning Analytics Benjamin Clavié K. Gal 21 16 0 02 Dec 2019
BLiMP: The Benchmark of Linguistic Minimal Pairs for English Alex Warstadt Alicia Parrish Haokun Liu Anhad Mohananey Wei Peng Sheng-Fu Wang Samuel R. Bowman 137 496 0 02 Dec 2019
Bimodal Speech Emotion Recognition Using Pre-Trained Language Models Verena Heusser Niklas Freymuth Stefan Constantin A. Waibel 92 26 0 29 Nov 2019
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 99 77 0 28 Nov 2019
Do Attention Heads in BERT Track Syntactic Dependencies? Phu Mon Htut Jason Phang Shikha Bordia Samuel R. Bowman 83 137 0 27 Nov 2019
Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection Chris Dulhanty Jason L. Deglint Ibrahim Ben Daya A. Wong 49 22 0 27 Nov 2019
Evaluating Commonsense in Pre-trained Language Models Xuhui Zhou Yue Zhang Leyang Cui Dandan Huang AI4MH LRM 88 185 0 27 Nov 2019
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation Junliang Guo Xu Tan Linli Xu Tao Qin Enhong Chen Tie-Yan Liu 98 85 0 20 Nov 2019
Ladder Loss for Coherent Visual-Semantic Embedding Mo Zhou Zhenxing Niu Le Wang Zhanning Gao Qilin Zhang G. Hua 86 40 0 18 Nov 2019
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue Sam Shleifer Manish Chablani A. Kannan Namit Katariya X. Amatriain BDL MedIm 30 0 0 16 Nov 2019
What do you mean, BERT? Assessing BERT as a Distributional Semantics Model Timothee Mickus Denis Paperno Mathieu Constant Kees van Deemter 77 46 0 13 Nov 2019
Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling Timothee Mickus Denis Paperno Mathieu Constant 46 30 0 13 Nov 2019
Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text Ian Porada Kaheer Suleman Jackie C.K. Cheung 79 13 0 13 Nov 2019
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang Tianyu Gao Zhaocheng Zhu Zhengyan Zhang Zhiyuan Liu Juan-Zi Li Jian Tang 170 675 0 13 Nov 2019
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection Siddhant Garg Thuy Vu Alessandro Moschitti 103 216 0 11 Nov 2019
Improving BERT Fine-tuning with Embedding Normalization Wenxuan Zhou Junyi Du Xiang Ren 36 6 0 10 Nov 2019
Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Andrew McCallum SSL 94 121 0 10 Nov 2019
Syntax-Infused Transformer and BERT models for Machine Translation and Natural Language Understanding Dhanasekar Sundararaman Vivek Subramanian Guoyin Wang Shijing Si Dinghan Shen Dong Wang Lawrence Carin 64 41 0 10 Nov 2019
Distilling Knowledge Learned in BERT for Text Generation Yen-Chun Chen Zhe Gan Yu Cheng Jingzhou Liu Jingjing Liu 73 28 0 10 Nov 2019
Generalizing Natural Language Analysis through Span-relation Representations Zhengbao Jiang Wenyuan Xu Jun Araki Graham Neubig 81 60 0 10 Nov 2019
MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models Linqing Liu Haiquan Wang Jimmy J. Lin R. Socher Caiming Xiong 65 21 0 09 Nov 2019
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao T. Zhao 135 563 0 08 Nov 2019
ERASER: A Benchmark to Evaluate Rationalized NLP Models Jay DeYoung Sarthak Jain Nazneen Rajani Eric P. Lehman Caiming Xiong R. Socher Byron C. Wallace 160 640 0 08 Nov 2019
What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning Jaejun Lee Raphael Tang Jimmy J. Lin 69 127 0 08 Nov 2019
Certified Data Removal from Machine Learning Models Chuan Guo Tom Goldstein Awni Y. Hannun Laurens van der Maaten MU 145 452 0 08 Nov 2019
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance R. Thomas McCoy Junghyun Min Tal Linzen 137 151 0 07 Nov 2019
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge Pei Ke Haozhe Ji Siyang Liu Xiaoyan Zhu Minlie Huang 64 7 0 06 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 230 6,616 0 05 Nov 2019
MML: Maximal Multiverse Learning for Robust Fine-Tuning of Language Models Itzik Malkiel Lior Wolf 29 2 0 05 Nov 2019
Deepening Hidden Representations from Pre-trained Language Models Junjie Yang Hai Zhao 24 10 0 05 Nov 2019
Human-centric Metric for Accelerating Pathology Reports Annotation Ruibin Ma Po-Hsuan Cameron Chen Gang Li W. Weng Angela Lin Krishna Gadepalli Yuannan Cai 20 4 0 31 Oct 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 183 1,013 0 31 Oct 2019
Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task Valeriya Slovikovskaya 60 42 0 31 Oct 2019
Lsh-sampling Breaks the Computation Chicken-and-egg Loop in Adaptive Stochastic Gradient Estimation Beidi Chen Yingchen Xu Anshumali Shrivastava 62 16 0 30 Oct 2019
Ensembling Strategies for Answering Natural Questions Anthony Ferritto Lin Pan Rishav Chakravarti Salim Roukos Radu Florian J. William Murdock Avirup Sil ELM 42 0 0 30 Oct 2019
Inducing brain-relevant bias in natural language processing models Dan Schwartz Mariya Toneva Leila Wehbe 80 83 0 29 Oct 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 268 10,907 0 29 Oct 2019