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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
Pay Attention when Required Swetha Mandava Szymon Migacz A. Fit-Florea 72 11 0 09 Sep 2020
Comparative Study of Language Models on Cross-Domain Data with Model Agnostic Explainability Mayank Chhipa Hrushikesh Mahesh Vazurkar Abhijeet Kumar Mridul Mishra 30 0 0 09 Sep 2020
ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model Zhengjie Huang Shikun Feng Weiyue Su Xuyi Chen Shuohuan Wang Jiaxiang Liu Ouyang Xuan Yu Sun 48 8 0 08 Sep 2020
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Basel Alomair Jacob Steinhardt ELM RALM 221 4,582 0 07 Sep 2020
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts using Transformers and Multi-Task Learning George-Eduard Zaharia G. Vlad Dumitru-Clementin Cercel Traian Rebedea Costin-Gabriel Chiru 72 10 0 06 Sep 2020
UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis G. Vlad George-Eduard Zaharia Dumitru-Clementin Cercel Costin-Gabriel Chiru Stefan Trausan-Matu 76 31 0 06 Sep 2020
Visually Analyzing Contextualized Embeddings M. Berger 55 13 0 05 Sep 2020
Accenture at CheckThat! 2020: If you say so: Post-hoc fact-checking of claims using transformer-based models Evan Williams Paul Rodrigues Valerie Novak 102 42 0 05 Sep 2020
Attention Flows: Analyzing and Comparing Attention Mechanisms in Language Models Joseph F DeRose Jiayao Wang M. Berger 65 84 0 03 Sep 2020
TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training and Inference Mostafa Mahmoud Isak Edo Vivancos Ali Hadi Zadeh Omar Mohamed Awad Gennady Pekhimenko Jorge Albericio Andreas Moshovos MoE 94 60 0 01 Sep 2020
Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity Cong Guo B. Hsueh Jingwen Leng Yuxian Qiu Yue Guan Zehuan Wang Xiaoying Jia Xipeng Li Minyi Guo Yuhao Zhu 79 83 0 29 Aug 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 54 2 0 28 Aug 2020
TATL at W-NUT 2020 Task 2: A Transformer-based Baseline System for Identification of Informative COVID-19 English Tweets A. Nguyen MedIm 34 2 0 28 Aug 2020
GREEK-BERT: The Greeks visiting Sesame Street John Koutsikakis Ilias Chalkidis Prodromos Malakasiotis Ion Androutsopoulos 70 92 0 27 Aug 2020
AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization Xinsong Zhang Pengshuai Li Hang Li 95 52 0 27 Aug 2020
Analysis and Evaluation of Language Models for Word Sense Disambiguation Daniel Loureiro Kiamehr Rezaee Mohammad Taher Pilehvar Jose Camacho-Collados 93 14 0 26 Aug 2020
APMSqueeze: A Communication Efficient Adam-Preconditioned Momentum SGD Algorithm Hanlin Tang Shaoduo Gan Samyam Rajbhandari Xiangru Lian Ji Liu Yuxiong He Ce Zhang 82 8 0 26 Aug 2020
MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization Lorenzo Bertoni S. Kreiss Taylor Mordan Alexandre Alahi 3DH 46 8 0 25 Aug 2020
Ranking Clarification Questions via Natural Language Inference Vaibhav Kumar Vikas Raunak Jamie Callan ELM 21 14 0 18 Aug 2020
BUT-FIT at SemEval-2020 Task 4: Multilingual commonsense Josef Jon Martin Fajcik Martin Docekal Pavel Smrz 74 5 0 17 Aug 2020
Adding Recurrence to Pretrained Transformers for Improved Efficiency and Context Size Davis Yoshida Allyson Ettinger Kevin Gimpel AI4CE 42 7 0 16 Aug 2020
Finding Fast Transformers: One-Shot Neural Architecture Search by Component Composition Henry Tsai Jayden Ooi Chun-Sung Ferng Hyung Won Chung Jason Riesa ViT 80 21 0 15 Aug 2020
Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Goran Glavaš Ivan Vulić 93 69 0 15 Aug 2020
On the Importance of Local Information in Transformer Based Models Madhura Pande Aakriti Budhraja Preksha Nema Pratyush Kumar Mitesh M. Khapra 42 2 0 13 Aug 2020
Variance-reduced Language Pretraining via a Mask Proposal Network Liang Chen SSL 58 8 0 12 Aug 2020
Compression of Deep Learning Models for Text: A Survey Manish Gupta Puneet Agrawal VLM MedIm AI4CE 79 119 0 12 Aug 2020
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models Ian Tenney James Wexler Jasmijn Bastings Tolga Bolukbasi Andy Coenen ... Ellen Jiang Mahima Pushkarna Carey Radebaugh Emily Reif Ann Yuan VLM 130 196 0 12 Aug 2020
FireBERT: Hardening BERT-based classifiers against adversarial attack Gunnar Mein Kevin Hartman Andrew Morris SILM AAML 162 0 0 10 Aug 2020
Spacecraft Collision Avoidance Challenge: design and results of a machine learning competition Thomas Uriot Dario Izzo Luís F. Simões R. Abay Nils Einecke Sven Rebhan Jose Martinez-Heras F. Letizia J. Siminski K. Merz 48 55 0 07 Aug 2020
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets Patrick Lewis Pontus Stenetorp Sebastian Riedel OOD ELM 157 187 0 06 Aug 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution Zihang Jiang Weihao Yu Daquan Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan 135 162 0 06 Aug 2020
Better Fine-Tuning by Reducing Representational Collapse Armen Aghajanyan Akshat Shrivastava Anchit Gupta Naman Goyal Luke Zettlemoyer S. Gupta AAML 93 210 0 06 Aug 2020
Forecasting AI Progress: A Research Agenda Ross Gruetzemacher Florian E. Dorner Niko Bernaola-Alvarez Charlie Giattino D. Manheim AI4TS 46 33 0 04 Aug 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 112 118 0 04 Aug 2020
Taking Notes on the Fly Helps BERT Pre-training Qiyu Wu Chen Xing Yatao Li Guolin Ke Di He Tie-Yan Liu 56 10 0 04 Aug 2020
On Learning Universal Representations Across Languages Xiangpeng Wei Rongxiang Weng Yue Hu Luxi Xing Heng Yu Weihua Luo SSL VLM 99 87 0 31 Jul 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 222 1,798 0 31 Jul 2020
Text-based classification of interviews for mental health -- juxtaposing the state of the art J. Wouts 31 1 0 29 Jul 2020
BUT-FIT at SemEval-2020 Task 5: Automatic detection of counterfactual statements with deep pre-trained language representation models Martin Fajcik Josef Jon Martin Docekal Pavel Smrz 42 11 0 28 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 611 2,109 0 28 Jul 2020
Contrastive Visual-Linguistic Pretraining Lei Shi Kai Shuang Shijie Geng Peng Su Zhengkai Jiang Peng Gao Zuohui Fu Gerard de Melo Sen Su VLM SSL CLIP 105 29 0 26 Jul 2020
Reed at SemEval-2020 Task 9: Fine-Tuning and Bag-of-Words Approaches to Code-Mixed Sentiment Analysis Vinay Gopalan Mark Hopkins 65 6 0 26 Jul 2020
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning Aina Garí Soler Marianna Apidianaki 24 4 0 24 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
XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders Xiangjue Dong Jinho Choi 52 1 0 21 Jul 2020
Meta-learning for Few-shot Natural Language Processing: A Survey Wenpeng Yin 81 78 0 19 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 104 218 0 16 Jul 2020
Towards Debiasing Sentence Representations Paul Pu Liang Irene Li Emily Zheng Y. Lim Ruslan Salakhutdinov Louis-Philippe Morency 103 242 0 16 Jul 2020
What's in a Name? Are BERT Named Entity Representations just as Good for any other Name? S. Balasubramanian Naman Jain G. Jindal Abhijeet Awasthi Sunita Sarawagi OOD 98 26 0 14 Jul 2020