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SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

2 May 2019

Amanpreet Singh

Papers citing "SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems"

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Title
Topic Modeling with Contextualized Word Representation Clusters Laure Thompson David M. Mimno 149 86 0 23 Oct 2020
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification Francesco Barbieri Jose Camacho-Collados Leonardo Neves Luis Espinosa-Anke VLM 97 730 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
Language Models are Open Knowledge Graphs Chenguang Wang Xiao Liu Basel Alomair SSL KELM 79 137 0 22 Oct 2020
UniCase -- Rethinking Casing in Language Models Rafal Powalski Tomasz Stanislawek 36 4 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
Towards Fully Bilingual Deep Language Modeling Li-Hsin Chang S. Pyysalo Jenna Kanerva Filip Ginter 67 3 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
Optimal Subarchitecture Extraction For BERT Adrian de Wynter Daniel J. Perry MQ 91 18 0 20 Oct 2020
Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification Andrew Moore Jeremy Barnes 64 9 0 16 Oct 2020
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Yue Yu Simiao Zuo Haoming Jiang Wendi Ren T. Zhao Chao Zhang AI4MH 70 133 0 15 Oct 2020
Geometry matters: Exploring language examples at the decision boundary Debajyoti Datta Shashwat Kumar Laura E. Barnes Tom Fletcher AAML 27 3 0 14 Oct 2020
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization Alessandro Raganato Tommaso Pasini Jose Camacho-Collados Mohammad Taher Pilehvar 85 65 0 13 Oct 2020
Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options Clara Vania Ruijie Chen Samuel R. Bowman 89 11 0 13 Oct 2020
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Jena D. Hwang Chandra Bhagavatula Ronan Le Bras Jeff Da Keisuke Sakaguchi Antoine Bosselut Yejin Choi 81 415 0 12 Oct 2020
OCNLI: Original Chinese Natural Language Inference Hai Hu Kyle Richardson Liang Xu Lu Li Sandra Kübler L. Moss 95 118 0 12 Oct 2020
SMYRF: Efficient Attention using Asymmetric Clustering Giannis Daras Nikita Kitaev Augustus Odena A. Dimakis 101 46 0 11 Oct 2020
Precise Task Formalization Matters in Winograd Schema Evaluations Haokun Liu William Huang Dhara Mungra Samuel R. Bowman ReLM 67 12 0 08 Oct 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference Tianyu Liu Xin Zheng Xiaoan Ding Baobao Chang Zhifang Sui 73 25 0 08 Oct 2020
DaNetQA: a yes/no Question Answering Dataset for the Russian Language T. Glushkova Alexey Machnev Alena Fenogenova Tatiana Shavrina Ekaterina Artemova D. Ignatov 51 11 0 06 Oct 2020
Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution Yordan Yordanov Oana-Maria Camburu Vid Kocijan Thomas Lukasiewicz 39 2 0 06 Oct 2020
Guiding Attention for Self-Supervised Learning with Transformers Ameet Deshpande Karthik Narasimhan 69 21 0 06 Oct 2020
On Losses for Modern Language Models Stephane Aroca-Ouellette Frank Rudzicz 78 32 0 04 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 132 676 0 02 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 62 50 0 02 Oct 2020
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models Nikita Nangia Clara Vania Rasika Bhalerao Samuel R. Bowman 138 690 0 30 Sep 2020
Utility is in the Eye of the User: A Critique of NLP Leaderboards Kawin Ethayarajh Dan Jurafsky ELM 90 52 0 29 Sep 2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 101 140 0 28 Sep 2020
RecoBERT: A Catalog Language Model for Text-Based Recommendations Itzik Malkiel Oren Barkan Avi Caciularu Noam Razin Ori Katz Noam Koenigstein 103 13 0 25 Sep 2020
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics Swabha Swayamdipta Roy Schwartz Nicholas Lourie Yizhong Wang Hannaneh Hajishirzi Noah A. Smith Yejin Choi 147 452 0 22 Sep 2020
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data Jonathan Pilault Amine Elhattami C. Pal CLL MoE 90 91 0 19 Sep 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 147 978 0 15 Sep 2020
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Basel Alomair Jacob Steinhardt ELM RALM 201 4,580 0 07 Sep 2020
Analysis and Evaluation of Language Models for Word Sense Disambiguation Daniel Loureiro Kiamehr Rezaee Mohammad Taher Pilehvar Jose Camacho-Collados 90 14 0 26 Aug 2020
Compression of Deep Learning Models for Text: A Survey Manish Gupta Puneet Agrawal VLM MedIm AI4CE 75 119 0 12 Aug 2020
Forecasting AI Progress: A Research Agenda Ross Gruetzemacher Florian E. Dorner Niko Bernaola-Alvarez Charlie Giattino D. Manheim AI4TS 46 32 0 04 Aug 2020
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 181 1,794 0 31 Jul 2020
Multi-task learning for natural language processing in the 2020s: where are we going? Joseph Worsham Jugal Kalita AIMat 73 81 0 22 Jul 2020
Drinking from a Firehose: Continual Learning with Web-scale Natural Language Hexiang Hu Ozan Sener Fei Sha V. Koltun CLL 62 27 0 18 Jul 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 97 218 0 16 Jul 2020
HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections Yi Tay Zhe Zhao Dara Bahri Donald Metzler Da-Cheng Juan 66 9 0 12 Jul 2020
Targeting the Benchmark: On Methodology in Current Natural Language Processing Research David Schlangen 64 58 0 07 Jul 2020
IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE Luxi Xing Yuqiang Xie Yue Hu Wei Peng 76 7 0 02 Jul 2020
Data Movement Is All You Need: A Case Study on Optimizing Transformers A. Ivanov Nikoli Dryden Tal Ben-Nun Shigang Li Torsten Hoefler 135 135 0 30 Jun 2020
Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures Julien Launay Iacopo Poli Franccois Boniface Florent Krzakala 127 64 0 23 Jun 2020
Exploring Software Naturalness through Neural Language Models Luca Buratti Saurabh Pujar Mihaela A. Bornea Scott McCarley Yunhui Zheng ... Alessandro Morari Jim Laredo Veronika Thost Yufan Zhuang Giacomo Domeniconi 86 98 0 22 Jun 2020
Ensemble Distillation for Robust Model Fusion in Federated Learning Tao R. Lin Lingjing Kong Sebastian U. Stich Martin Jaggi FedML 119 1,059 0 12 Jun 2020
Video Understanding as Machine Translation Bruno Korbar Fabio Petroni Rohit Girdhar Lorenzo Torresani SSL 88 29 0 12 Jun 2020
Revisiting Few-sample BERT Fine-tuning Tianyi Zhang Felix Wu Arzoo Katiyar Kilian Q. Weinberger Yoav Artzi 180 446 0 10 Jun 2020
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines Marius Mosbach Maksym Andriushchenko Dietrich Klakow 187 363 0 08 Jun 2020