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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
Pushing the Limits of Non-Autoregressive Speech Recognition Edwin G. Ng Chung-Cheng Chiu Yu Zhang William Chan VLM 62 27 0 07 Apr 2021
Dynabench: Rethinking Benchmarking in NLP Douwe Kiela Max Bartolo Yixin Nie Divyansh Kaushik Atticus Geiger ... Pontus Stenetorp Robin Jia Joey Tianyi Zhou Christopher Potts Adina Williams 218 411 0 07 Apr 2021
Efficient transfer learning for NLP with ELECTRA Omer Levy 16 0 0 06 Apr 2021
What Will it Take to Fix Benchmarking in Natural Language Understanding? Samuel R. Bowman George E. Dahl ELM ALM 78 164 0 05 Apr 2021
Annotating Columns with Pre-trained Language Models Yoshihiko Suhara Jinfeng Li Yuliang Li Dan Zhang cCaugatay Demiralp Chen Chen W. Tan LMTD 58 90 0 05 Apr 2021
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models Omar Shaikh Jon Saad-Falcon Austin P. Wright Nilaksh Das Scott Freitas O. Asensio Duen Horng Chau 52 20 0 30 Mar 2021
Contextual Text Embeddings for Twi P. Azunre Salomey Osei S. Addo Lawrence Asamoah Adu-Gyamfi Stephen E. Moore ... Standylove Birago Mensah Lucien Mensah Mark Amoako Marcel A. Amponsah J. B. Hayfron-Acquah 52 6 0 29 Mar 2021
CvT: Introducing Convolutions to Vision Transformers Haiping Wu Bin Xiao Noel Codella Mengchen Liu Xiyang Dai Lu Yuan Lei Zhang ViT 164 1,925 0 29 Mar 2021
Machine Learning Meets Natural Language Processing -- The story so far N. Galanis P. Vafiadis K.-G. Mirzaev G. Papakostas 85 7 0 27 Mar 2021
A Practical Survey on Faster and Lighter Transformers Quentin Fournier G. Caron Daniel Aloise 137 104 0 26 Mar 2021
Dodrio: Exploring Transformer Models with Interactive Visualization Zijie J. Wang Robert Turko Duen Horng Chau 83 36 0 26 Mar 2021
RCT: Resource Constrained Training for Edge AI Tian Huang Yaoyu Zhang Ming Yan Qiufeng Wang Rick Siow Mong Goh 82 8 0 26 Mar 2021
K-XLNet: A General Method for Combining Explicit Knowledge with Language Model Pretraining Rui Yan Lanchang Sun Fang Wang Xiaoming Zhang KELM AI4CE 40 1 0 25 Mar 2021
Approximating Instance-Dependent Noise via Instance-Confidence Embedding Yivan Zhang Masashi Sugiyama 65 8 0 25 Mar 2021
Are Multilingual Models Effective in Code-Switching? Genta Indra Winata Samuel Cahyawijaya Zihan Liu Zhaojiang Lin Andrea Madotto Pascale Fung 66 72 0 24 Mar 2021
FastMoE: A Fast Mixture-of-Expert Training System Jiaao He J. Qiu Aohan Zeng Zhilin Yang Jidong Zhai Jie Tang ALM MoE 109 104 0 24 Mar 2021
Representing Numbers in NLP: a Survey and a Vision Avijit Thawani Jay Pujara Pedro A. Szekely Filip Ilievski 97 119 0 24 Mar 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 105 140 0 24 Mar 2021
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures Sushant Singh A. Mahmood AI4TS 120 95 0 23 Mar 2021
Are Neural Language Models Good Plagiarists? A Benchmark for Neural Paraphrase Detection Jan Philip Wahle Terry Ruas Norman Meuschke Bela Gipp 119 34 0 23 Mar 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 134 225 0 22 Mar 2021
Identifying Machine-Paraphrased Plagiarism Jan Philip Wahle Terry Ruas Tomávs Foltýnek Norman Meuschke Bela Gipp 85 32 0 22 Mar 2021
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques Yuanxin Liu Zheng Lin Fengcheng Yuan VLM MQ 67 20 0 21 Mar 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Tiezheng Yu Zihan Liu Pascale Fung CLL 107 81 0 21 Mar 2021
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 184 1,186 0 18 Mar 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 162 1,566 0 18 Mar 2021
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 50 11 0 17 Mar 2021
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs Weihua Hu Matthias Fey Hongyu Ren Maho Nakata Yuxiao Dong J. Leskovec AI4CE 120 415 0 17 Mar 2021
Structural Adapters in Pretrained Language Models for AMR-to-text Generation Leonardo F. R. Ribeiro Yue Zhang Iryna Gurevych 100 72 0 16 Mar 2021
Reweighting Augmented Samples by Minimizing the Maximal Expected Loss Mingyang Yi Lu Hou Lifeng Shang Xin Jiang Qun Liu Zhi-Ming Ma 122 20 0 16 Mar 2021
Membership Inference Attacks on Machine Learning: A Survey Hongsheng Hu Z. Salcic Lichao Sun Gillian Dobbie Philip S. Yu Xuyun Zhang MIACV 125 448 0 14 Mar 2021
Simpson's Bias in NLP Training Fei Yuan Longtu Zhang Bojun Huang Yaobo Liang AI4CE 34 3 0 13 Mar 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability Wei-Tsung Kao Hung-yi Lee 52 16 0 12 Mar 2021
Anaphoric Binding: an integrated overview António Branco 42 0 0 11 Mar 2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU Models Mengnan Du Varun Manjunatha R. Jain Ruchi Deshpande Franck Dernoncourt Jiuxiang Gu Tong Sun Helen Zhou 108 107 0 11 Mar 2021
TAG: Gradient Attack on Transformer-based Language Models Jieren Deng Yijue Wang Ji Li Chao Shang Hang Liu Sanguthevar Rajasekaran Caiwen Ding FedML PILM 93 79 0 11 Mar 2021
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders Pengyu Cheng Weituo Hao Siyang Yuan Shijing Si Lawrence Carin 77 105 0 11 Mar 2021
Self-supervised Text-to-SQL Learning with Header Alignment Training Donggyu Kim Seanie Lee SSL LMTD 31 1 0 11 Mar 2021
Hurdles to Progress in Long-form Question Answering Kalpesh Krishna Aurko Roy Mohit Iyyer 72 200 0 10 Mar 2021
Self-supervised Regularization for Text Classification Meng Zhou Zechen Li P. Xie 60 16 0 09 Mar 2021
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges Yoshitomo Matsubara Marco Levorato Francesco Restuccia 131 215 0 08 Mar 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees Jiangang Bai Yujing Wang Yiren Chen Yaming Yang Jing Bai Jiahao Yu Yunhai Tong 88 104 0 07 Mar 2021
MTLHealth: A Deep Learning System for Detecting Disturbing Content in Student Essays Joseph Valencia Erin Yao 25 0 0 07 Mar 2021
Rissanen Data Analysis: Examining Dataset Characteristics via Description Length Ethan Perez Douwe Kiela Kyunghyun Cho 82 24 0 05 Mar 2021
AnswerQuest: A System for Generating Question-Answer Items from Multi-Paragraph Documents Melissa Roemmele Deep Sidhpura Steve DeNeefe Ling Tsou RALM 36 6 0 05 Mar 2021
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth Yihe Dong Jean-Baptiste Cordonnier Andreas Loukas 166 388 0 05 Mar 2021
Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing Zejian Liu Gang Li Jian Cheng MQ 57 61 0 04 Mar 2021
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain W. A. Abro Annalena Aicher Niklas Rach Stefan Ultes Wolfgang Minker Guilin Qi 78 34 0 03 Mar 2021
Accounting for Variance in Machine Learning Benchmarks Xavier Bouthillier Pierre Delaunay Mirko Bronzi Assya Trofimov Brennan Nichyporuk ... Dmitriy Serdyuk Tal Arbel C. Pal Gaël Varoquaux Pascal Vincent 117 152 0 01 Mar 2021
Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages Rajaswa Patil Jasleen Dhillon Siddhant Mahurkar Saumitra Kulkarni M. Malhotra V. Baths 65 1 0 01 Mar 2021