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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
Guiding Attention for Self-Supervised Learning with Transformers Ameet Deshpande Karthik Narasimhan 69 21 0 06 Oct 2020
Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks Lichao Sun Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu Lifang He 62 36 0 05 Oct 2020
Conversational Document Prediction to Assist Customer Care Agents Jatin Ganhotra Haggai Roitman Doron Cohen Nathaniel Mills Chulaka Gunasekara Y. Mass Sachindra Joshi Luis A. Lastras D. Konopnicki 50 4 0 05 Oct 2020
Learning to Generalize for Sequential Decision Making Xusen Yin R. Weischedel Jonathan May OffRL LRM 70 7 0 05 Oct 2020
PMI-Masking: Principled masking of correlated spans Yoav Levine Barak Lenz Opher Lieber Omri Abend Kevin Leyton-Brown Moshe Tennenholtz Y. Shoham 66 73 0 05 Oct 2020
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior Zi Lin Jeremiah Zhe Liu Ziao Yang Nan Hua Dan Roth 94 47 0 05 Oct 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? Shayne Longpre Yu Wang Christopher DuBois ViT 86 85 0 05 Oct 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari 86 25 0 05 Oct 2020
On Losses for Modern Language Models Stephane Aroca-Ouellette Frank Rudzicz 81 32 0 04 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 51 37 0 04 Oct 2020
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation David Gros Hariharan Sezhiyan Prem Devanbu Zhou Yu 100 72 0 03 Oct 2020
Mining Knowledge for Natural Language Inference from Wikipedia Categories Mingda Chen Zewei Chu K. Stratos Kevin Gimpel 57 8 0 03 Oct 2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris 67 35 0 02 Oct 2020
Cross-Lingual Transfer Learning for Complex Word Identification George-Eduard Zaharia Dumitru-Clementin Cercel M. Dascalu 47 13 0 02 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 62 50 0 02 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang KELM 111 185 0 01 Oct 2020
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training Kristjan Arumae Q. Sun Parminder Bhatia 58 15 0 01 Oct 2020
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models Nikita Nangia Clara Vania Rasika Bhalerao Samuel R. Bowman 161 690 0 30 Sep 2020
Pea-KD: Parameter-efficient and Accurate Knowledge Distillation on BERT Ikhyun Cho U. Kang 25 1 0 30 Sep 2020
TaxiNLI: Taking a Ride up the NLU Hill Pratik M. Joshi Somak Aditya Aalok Sathe Monojit Choudhury 66 36 0 30 Sep 2020
AUBER: Automated BERT Regularization Hyun Dong Lee Seongmin Lee U. Kang 38 9 0 30 Sep 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression S. Sun Zhe Gan Yu Cheng Yuwei Fang Shuohang Wang Jingjing Liu VLM 78 73 0 29 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 108 140 0 28 Sep 2020
Domain Adversarial Fine-Tuning as an Effective Regularizer Giorgos Vernikos Katerina Margatina Alexandra Chronopoulou Ion Androutsopoulos 70 15 0 28 Sep 2020
TernaryBERT: Distillation-aware Ultra-low Bit BERT Wei Zhang Lu Hou Yichun Yin Lifeng Shang Xiao Chen Xin Jiang Qun Liu MQ 101 211 0 27 Sep 2020
BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context Jean-Philippe Corbeil Hadi Abdi Ghadivel 40 28 0 25 Sep 2020
Towards Debiasing NLU Models from Unknown Biases Prasetya Ajie Utama N. Moosavi Iryna Gurevych 119 155 0 25 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
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin Andrea Madotto Genta Indra Winata Pascale Fung 81 173 0 25 Sep 2020
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog E. Chapuis Pierre Colombo Matteo Manica Matthieu Labeau Chloé Clavel 170 59 0 23 Sep 2020
Worst-Case-Aware Curriculum Learning for Zero and Few Shot Transfer Sheng Zhang Xin Zhang Weiming Zhang Anders Søgaard VLM 37 10 0 23 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
VirtualFlow: Decoupling Deep Learning Models from the Underlying Hardware Andrew Or Haoyu Zhang M. Freedman 73 10 0 20 Sep 2020
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference Bang An Jie Lyu Zhenyi Wang Chunyuan Li Changwei Hu Fei Tan Ruiyi Zhang Yifan Hu Changyou Chen AAML 97 28 0 20 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
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Tsendsuren Munkhdalai Andrew McCallum SSL VLM 108 88 0 17 Sep 2020
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning Bingbing Li Zhenglun Kong Tianyun Zhang Ji Li Zechao Li Hang Liu Caiwen Ding VLM 192 65 0 17 Sep 2020
Contextualized Perturbation for Textual Adversarial Attack Dianqi Li Yizhe Zhang Hao Peng Liqun Chen Chris Brockett Ming-Ting Sun Bill Dolan AAML SILM 194 236 0 16 Sep 2020
Critical Thinking for Language Models Gregor Betz Christian Voigt Kyle Richardson SyDa ReLM LRM AI4CE 111 35 0 15 Sep 2020
Real-Time Execution of Large-scale Language Models on Mobile Wei Niu Zhenglun Kong Geng Yuan Weiwen Jiang Jiexiong Guan Caiwen Ding Pu Zhao Sijia Liu Bin Ren Yanzhi Wang MQ 62 7 0 15 Sep 2020
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 230 1,133 0 14 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 169 408 0 14 Sep 2020
Margin-Based Regularization and Selective Sampling in Deep Neural Networks Berry Weinstein Shai Fine Y. Hel-Or MQ 32 2 0 13 Sep 2020
BARS-CTR: Open Benchmarking for Click-Through Rate Prediction Jieming Zhu Jinyang Liu Shuai Yang Qi Zhang Xiuqiang He 96 130 0 12 Sep 2020
Compressed Deep Networks: Goodbye SVD, Hello Robust Low-Rank Approximation M. Tukan Alaa Maalouf Matan Weksler Dan Feldman 77 9 0 11 Sep 2020
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction Andrei-Marius Avram Dumitru-Clementin Cercel Costin-Gabriel Chiru 31 7 0 11 Sep 2020
A Comparison of LSTM and BERT for Small Corpus Aysu Ezen-Can 60 113 0 11 Sep 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 220 626 0 10 Sep 2020
Modern Methods for Text Generation Dimas Muñoz-Montesinos 24 5 0 10 Sep 2020