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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"

50 / 4,447 papers shown

Title
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Yanru Qu Dinghan Shen Yelong Shen Sandra Sajeev Jiawei Han Weizhu Chen 204 69 0 16 Oct 2020
Mischief: A Simple Black-Box Attack Against Transformer Architectures Adrian de Wynter AAML 74 1 0 16 Oct 2020
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering W. Siblini Mohamed Challal Charlotte Pasqual 59 3 0 16 Oct 2020
Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification Andrew Moore Jeremy Barnes 71 9 0 16 Oct 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning Wanyun Cui Guangyu Zheng Wei Wang SSL 52 21 0 16 Oct 2020
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features Calum Perrio Harish Tayyar Madabushi 38 3 0 15 Oct 2020
Geometry matters: Exploring language examples at the decision boundary Debajyoti Datta Shashwat Kumar Laura E. Barnes Tom Fletcher AAML 38 3 0 14 Oct 2020
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models Zihan Zhao Yuncong Liu Lu Chen Qi Liu Rao Ma Kai Yu MQ 46 12 0 14 Oct 2020
Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search Gyuwan Kim Kyunghyun Cho 94 98 0 14 Oct 2020
Weight Squeezing: Reparameterization for Knowledge Transfer and Model Compression Artem Chumachenko Daniil Gavrilov Nikita Balagansky Pavel Kalaidin 56 1 0 14 Oct 2020
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision Hao Tan Joey Tianyi Zhou CLIP 89 121 0 14 Oct 2020
With Little Power Comes Great Responsibility Dallas Card Peter Henderson Urvashi Khandelwal Robin Jia Kyle Mahowald Dan Jurafsky 277 119 0 13 Oct 2020
CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations Fuli Luo Pengcheng Yang Shicheng Li Xuancheng Ren Xu Sun VLM SSL 73 16 0 13 Oct 2020
Revisiting BFloat16 Training Pedram Zamirai Jian Zhang Christopher R. Aberger Christopher De Sa FedML MQ 38 20 0 13 Oct 2020
Incorporating BERT into Parallel Sequence Decoding with Adapters Junliang Guo Zhirui Zhang Linli Xu Hao-Ran Wei Boxing Chen Enhong Chen 113 69 0 13 Oct 2020
BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover's Distance Jianquan Li Xiaokang Liu Honghong Zhao Ruifeng Xu Min Yang Yaohong Jin 111 54 0 13 Oct 2020
TextHide: Tackling Data Privacy in Language Understanding Tasks Yangsibo Huang Zhao Song Danqi Chen Keqin Li Sanjeev Arora FedML 51 56 0 12 Oct 2020
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model Ming Zheng Dinghan Shen Yelong Shen Weizhu Chen Lin Xiao SSL 29 4 0 12 Oct 2020
Chatbot Interaction with Artificial Intelligence: Human Data Augmentation with T5 and Language Transformer Ensemble for Text Classification Jordan J. Bird Anikó Ekárt Diego Resende Faria 61 60 0 12 Oct 2020
PECOS: Prediction for Enormous and Correlated Output Spaces Hsiang-Fu Yu Kai Zhong Jiong Zhang Wei-Cheng Chang Inderjit S. Dhillon 130 85 0 12 Oct 2020
EFSG: Evolutionary Fooling Sentences Generator Marco Di Giovanni Marco Brambilla AAML 61 3 0 12 Oct 2020
From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks Steffen Eger Yannik Benz AAML 95 45 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
Quantitative Argument Summarization and Beyond: Cross-Domain Key Point Analysis Roy Bar-Haim Yoav Kantor Lilach Eden Roni Friedman Dan Lahav Noam Slonim 82 47 0 11 Oct 2020
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) Alex Warstadt Yian Zhang Haau-Sing Li Haokun Liu Samuel R. Bowman SSL AI4CE 78 21 0 11 Oct 2020
SMYRF: Efficient Attention using Asymmetric Clustering Giannis Daras Nikita Kitaev Augustus Odena A. Dimakis 106 46 0 11 Oct 2020
On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks Stephen Mussmann Robin Jia Percy Liang 83 15 0 10 Oct 2020
Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series Vincent Jacob Fei Song Arnaud Stiegler Bijan Rad Y. Diao Nesime Tatbul AI4TS 79 68 0 10 Oct 2020
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings P. Prakash Saurabh Kumar Shashidhar Wenlong Zhao Subendhu Rongali Haidar Khan Michael Kayser 41 5 0 10 Oct 2020
FIND: Human-in-the-Loop Debugging Deep Text Classifiers Piyawat Lertvittayakumjorn Lucia Specia Francesca Toni 62 54 0 10 Oct 2020
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data William Huang Haokun Liu Samuel R. Bowman 84 38 0 09 Oct 2020
Masked ELMo: An evolution of ELMo towards fully contextual RNN language models Grégory Senay Emmanuelle Salin 24 2 0 08 Oct 2020
Deep Learning Meets Projective Clustering Alaa Maalouf Harry Lang Daniela Rus Dan Feldman 113 9 0 08 Oct 2020
Large Product Key Memory for Pretrained Language Models Gyuwan Kim Tae-Hwan Jung VLM KELM 94 2 0 08 Oct 2020
On the importance of pre-training data volume for compact language models Vincent Micheli Martin d'Hoffschmidt Franccois Fleuret 67 42 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
Assessing Phrasal Representation and Composition in Transformers Lang-Chi Yu Allyson Ettinger CoGe 90 68 0 08 Oct 2020
Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference Xiaoan Ding Tianyu Liu Baobao Chang Zhifang Sui Kevin Gimpel 85 8 0 08 Oct 2020
PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge Yun He Zhuoer Wang Yin Zhang Ruihong Huang James Caverlee 51 23 0 08 Oct 2020
AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models Amrit Nagarajan Sanchari Sen Jacob R. Stevens A. Raghunathan 22 3 0 07 Oct 2020
Cross-Thought for Sentence Encoder Pre-training Shuohang Wang Yuwei Fang S. Sun Zhe Gan Yu Cheng Jing Jiang Jingjing Liu LRM 80 20 0 07 Oct 2020
"I'd rather just go to bed": Understanding Indirect Answers Annie Louis Dan Roth Filip Radlinski 75 48 0 07 Oct 2020
Unsupervised Evaluation for Question Answering with Transformers Lukas Muttenthaler Isabelle Augenstein Johannes Bjerva ELM 45 4 0 07 Oct 2020
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation Minki Kang Moonsu Han Sung Ju Hwang OOD 73 18 0 06 Oct 2020
Analyzing Individual Neurons in Pre-trained Language Models Nadir Durrani Hassan Sajjad Fahim Dalvi Yonatan Belinkov MILM 60 104 0 06 Oct 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers Marius Mosbach A. Khokhlova Michael A. Hedderich Dietrich Klakow 54 46 0 06 Oct 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start Wenpeng Yin Nazneen Rajani Dragomir R. Radev R. Socher Caiming Xiong 90 69 0 06 Oct 2020
Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution Yordan Yordanov Oana-Maria Camburu Vid Kocijan Thomas Lukasiewicz 42 2 0 06 Oct 2020
LEGAL-BERT: The Muppets straight out of Law School Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Nikolaos Aletras Ion Androutsopoulos AILaw 77 264 0 06 Oct 2020
Pretrained Language Model Embryology: The Birth of ALBERT Cheng-Han Chiang Sung-Feng Huang Hung-yi Lee 69 42 0 06 Oct 2020