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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
COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic Arkadiy Saakyan Tuhin Chakrabarty Smaranda Muresan HILM 63 122 0 07 Jun 2021
Refiner: Refining Self-attention for Vision Transformers Daquan Zhou Yujun Shi Bingyi Kang Weihao Yu Zihang Jiang Yuan Li Xiaojie Jin Qibin Hou Jiashi Feng ViT 96 62 0 07 Jun 2021
A Comprehensive Assessment of Dialog Evaluation Metrics Yi-Ting Yeh M. Eskénazi Shikib Mehri 90 109 0 07 Jun 2021
PROST: Physical Reasoning of Objects through Space and Time Stéphane Aroca-Ouellette Cory Paik Alessandro Roncone Katharina Kann LRM 80 49 0 07 Jun 2021
RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models Xin Guo Jianlei Yang Haoyi Zhou Xucheng Ye Jianxin Li 52 1 0 07 Jun 2021
Meta-learning for downstream aware and agnostic pretraining Hongyin Luo Shuyan Dong Yung-Sung Chuang Shang-Wen Li 52 0 0 06 Jun 2021
Tabular Data: Deep Learning is Not All You Need Ravid Shwartz-Ziv Amitai Armon LMTD 190 1,303 0 06 Jun 2021
Transient Chaos in BERT Katsuma Inoue Soh Ohara Yasuo Kuniyoshi Kohei Nakajima 55 3 0 06 Jun 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation Ruidan He Linlin Liu Hai Ye Qingyu Tan Bosheng Ding Liying Cheng Jia-Wei Low Lidong Bing Luo Si 65 204 0 06 Jun 2021
Neural semi-Markov CRF for Monolingual Word Alignment Wuwei Lan Chao Jiang Wei Xu BDL 71 18 0 04 Jun 2021
You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Nature Gradient Shaokun Zhang Xiawu Zheng Chenyi Yang Yuchao Li Yan Wang Yong Li Mengdi Wang Shen Li Jun Yang Rongrong Ji MQ 97 23 0 04 Jun 2021
Strategyproof Learning: Building Trustworthy User-Generated Datasets Sadegh Farhadkhani R. Guerraoui L. Hoang FedML 91 7 0 04 Jun 2021
Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene Ruikun Luo Guanhuan Huang Xiaojun Quan CLL 81 10 0 04 Jun 2021
ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression Weiyue Su Xuyi Chen Shi Feng Jiaxiang Liu Weixin Liu Yu Sun Hao Tian Hua Wu Haifeng Wang 81 13 0 04 Jun 2021
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators Peiyu Liu Ze-Feng Gao Wayne Xin Zhao Z. Xie Zhong-Yi Lu Ji-Rong Wen 40 30 0 04 Jun 2021
The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models Ulme Wennberg G. Henter MILM 95 22 0 03 Jun 2021
Reordering Examples Helps during Priming-based Few-Shot Learning Sawan Kumar Partha P. Talukdar 82 58 0 03 Jun 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 106 205 0 03 Jun 2021
Transformers are Deep Infinite-Dimensional Non-Mercer Binary Kernel Machines Matthew A. Wright Joseph E. Gonzalez 84 23 0 02 Jun 2021
BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks Yannik Keller J. Mackensen Steffen Eger AAML 117 31 0 02 Jun 2021
Container: Context Aggregation Network Peng Gao Jiasen Lu Hongsheng Li Roozbeh Mottaghi Aniruddha Kembhavi ViT 106 72 0 02 Jun 2021
Differential Privacy for Text Analytics via Natural Text Sanitization Xiang Yue Minxin Du Tianhao Wang Yaliang Li Huan Sun Sherman S. M. Chow 107 86 0 02 Jun 2021
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference Dvir Ginzburg Itzik Malkiel Oren Barkan Avi Caciularu Noam Koenigstein RALM 75 27 0 02 Jun 2021
A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space S. Rajaee Mohammad Taher Pilehvar 77 41 0 02 Jun 2021
SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics Hitomi Yanaka K. Mineshima Kentaro Inui NAI AI4CE 117 11 0 02 Jun 2021
Comparing Test Sets with Item Response Theory Clara Vania Phu Mon Htut William Huang Dhara Mungra Richard Yuanzhe Pang Jason Phang Haokun Liu Kyunghyun Cho Sam Bowman 77 43 0 01 Jun 2021
Using Integrated Gradients and Constituency Parse Trees to explain Linguistic Acceptability learnt by BERT Anmol Nayak Hariprasad Timmapathini 54 5 0 01 Jun 2021
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization Jiaao Chen Dinghan Shen Weizhu Chen Diyi Yang BDL 77 48 0 31 May 2021
Training ELECTRA Augmented with Multi-word Selection Jiaming Shen Jialu Liu Tianqi Liu Cong Yu Jiawei Han 79 9 0 31 May 2021
How transfer learning impacts linguistic knowledge in deep NLP models? Nadir Durrani Hassan Sajjad Fahim Dalvi 45 51 0 31 May 2021
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition Yulin Wang Rui Huang S. Song Zeyi Huang Gao Huang ViT 110 194 0 31 May 2021
Greedy-layer Pruning: Speeding up Transformer Models for Natural Language Processing David Peer Sebastian Stabinger Stefan Engl A. Rodríguez-Sánchez 49 28 0 31 May 2021
On the Interplay Between Fine-tuning and Composition in Transformers Lang-Chi Yu Allyson Ettinger 77 14 0 31 May 2021
A Compression-Compilation Framework for On-mobile Real-time BERT Applications Wei Niu Zhenglun Kong Geng Yuan Weiwen Jiang Jiexiong Guan Caiwen Ding Pu Zhao Sijia Liu Bin Ren Yanzhi Wang MQ 27 4 0 30 May 2021
Pre-training Universal Language Representation Yian Li Hai Zhao SSL 62 8 0 30 May 2021
NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search Jin Xu Xu Tan Renqian Luo Kaitao Song Jian Li Tao Qin Tie-Yan Liu MQ 62 79 0 30 May 2021
Tournesol: A quest for a large, secure and trustworthy database of reliable human judgments L. Hoang Louis Faucon A. Jungo S. Volodin D. Papuc ... Felix Grimberg Vlad Nitu Christine Vossen Sébastien Rouault El-Mahdi El-Mhamdi 79 15 0 29 May 2021
CoDesc: A Large Code-Description Parallel Dataset Masum Hasan Tanveer Muttaqueen Abdullah Al Ishtiaq Kazi Sajeed Mehrab Md. Mahim Anjum Haque Tahmid Hasan Wasi Uddin Ahmad Anindya Iqbal Rifat Shahriyar 71 32 0 29 May 2021
Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning Nan Ding Xi Chen Tomer Levinboim Sebastian Goodman Radu Soricut 77 33 0 28 May 2021
Knowledge Inheritance for Pre-trained Language Models Yujia Qin Yankai Lin Jing Yi Jiajie Zhang Xu Han ... Yusheng Su Zhiyuan Liu Peng Li Maosong Sun Jie Zhou VLM 78 50 0 28 May 2021
Early Exiting with Ensemble Internal Classifiers Tianxiang Sun Yunhua Zhou Xiangyang Liu Xinyu Zhang Hao Jiang Bo Zhao Xuanjing Huang Xipeng Qiu 70 31 0 28 May 2021
ByT5: Towards a token-free future with pre-trained byte-to-byte models Linting Xue Aditya Barua Noah Constant Rami Al-Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel 152 509 0 28 May 2021
Inspecting the concept knowledge graph encoded by modern language models Carlos Aspillaga Marcelo Mendoza Alvaro Soto 72 13 0 27 May 2021
NukeLM: Pre-Trained and Fine-Tuned Language Models for the Nuclear and Energy Domains Lee Burke K. Pazdernik D. Fortin Benjamin J. Wilson Rustam Goychayev J. Mattingly 29 3 0 25 May 2021
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization Chen Liang Simiao Zuo Minshuo Chen Haoming Jiang Xiaodong Liu Pengcheng He T. Zhao Weizhu Chen 59 69 0 25 May 2021
Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling Marcin Namysl Sven Behnke Joachim Kohler NoLa 51 5 0 25 May 2021
Improved OOD Generalization via Adversarial Training and Pre-training Mingyang Yi Lu Hou Jiacheng Sun Lifeng Shang Xin Jiang Qun Liu Zhi-Ming Ma VLM 79 84 0 24 May 2021
Training Bi-Encoders for Word Sense Disambiguation Harsh Kohli 98 4 0 21 May 2021
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking Zhiyi Ma Kawin Ethayarajh Tristan Thrush Somya Jain Ledell Yu Wu Robin Jia Christopher Potts Adina Williams Douwe Kiela ELM 115 59 0 21 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 123 198 0 20 May 2021