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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
Entities as Experts: Sparse Memory Access with Entity Supervision Thibault Févry Livio Baldini Soares Nicholas FitzGerald Eunsol Choi Tom Kwiatkowski RALM 127 155 0 15 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 104 324 0 15 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 87 179 0 15 Apr 2020
RoboTHOR: An Open Simulation-to-Real Embodied AI Platform Matt Deitke Winson Han Alvaro Herrasti Aniruddha Kembhavi Eric Kolve ... Eli VanderBilt Matthew Wallingford Luca Weihs Mark Yatskar Ali Farhadi LM&Ro 130 241 0 14 Apr 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark Liang Xu Hai Hu Xuanwei Zhang Lu Li Chenjie Cao ... Cong Yue Xinrui Zhang Zhen-Yi Yang Kyle Richardson Zhenzhong Lan ELM 110 388 0 13 Apr 2020
ProFormer: Towards On-Device LSH Projection Based Transformers Chinnadhurai Sankar Sujith Ravi Zornitsa Kozareva 67 9 0 13 Apr 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models Subhabrata Mukherjee Ahmed Hassan Awadallah 80 59 0 12 Apr 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Siddhant Garg Rohit Kumar Sharma Yingyu Liang 72 4 0 10 Apr 2020
A New Dataset for Natural Language Inference from Code-mixed Conversations Simran Khanuja Sandipan Dandapat Sunayana Sitaram Monojit Choudhury 94 42 0 10 Apr 2020
An Empirical Study of Invariant Risk Minimization Yo Joong Choe Jiyeon Ham Kyubyong Park OOD 61 51 0 10 Apr 2020
An In-depth Walkthrough on Evolution of Neural Machine Translation Rohan Jagtap Sudhir N. Dhage 20 0 0 10 Apr 2020
Probing Neural Language Models for Human Tacit Assumptions Nathaniel Weir Adam Poliak Benjamin Van Durme 62 6 0 10 Apr 2020
Telling BERT's full story: from Local Attention to Global Aggregation Damian Pascual Gino Brunner Roger Wattenhofer 57 19 0 10 Apr 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 137 1,509 0 09 Apr 2020
Frequency, Acceptability, and Selection: A case study of clause-embedding Aaron Steven White Kyle Rawlins 25 13 0 08 Apr 2020
DynaBERT: Dynamic BERT with Adaptive Width and Depth Lu Hou Zhiqi Huang Lifeng Shang Xin Jiang Xiao Chen Qun Liu MQ 91 323 0 08 Apr 2020
Analyzing Redundancy in Pretrained Transformer Models Fahim Dalvi Hassan Sajjad Nadir Durrani Yonatan Belinkov 37 2 0 08 Apr 2020
On the Effect of Dropping Layers of Pre-trained Transformer Models Hassan Sajjad Fahim Dalvi Nadir Durrani Preslav Nakov 81 143 0 08 Apr 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning Zhaojiang Lin Andrea Madotto Pascale Fung 105 163 0 08 Apr 2020
Improving BERT with Self-Supervised Attention Yiren Chen Xiaoyu Kou Jiangang Bai Yunhai Tong 30 10 0 08 Apr 2020
CALM: Continuous Adaptive Learning for Language Modeling Kristjan Arumae Parminder Bhatia CLL KELM 29 6 0 08 Apr 2020
TuringAdvice: A Generative and Dynamic Evaluation of Language Use Rowan Zellers Ari Holtzman Elizabeth Clark Lianhui Qin Ali Farhadi Yejin Choi ELM LRM 65 14 0 07 Apr 2020
Automated Utterance Generation S. Parikh Quaizar Vohra Mitul Tiwari 16 3 0 07 Apr 2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Jiyeon Ham Yo Joong Choe Kyubyong Park Ilji Choi Hyungjoon Soh 67 78 0 07 Apr 2020
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation Bowen Wu Huan Zhang Mengyuan Li Zongsheng Wang Qihang Feng Junhong Huang Baoxun Wang 34 4 0 07 Apr 2020
Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Paloma Jeretic Alex Warstadt Suvrat Bhooshan Adina Williams ReLM AI4CE 72 118 0 07 Apr 2020
Multi-Step Inference for Reasoning Over Paragraphs Jiangming Liu Matt Gardner Shay B. Cohen Mirella Lapata ReLM LRM 49 18 0 06 Apr 2020
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices Zhiqing Sun Hongkun Yu Xiaodan Song Renjie Liu Yiming Yang Denny Zhou MQ 134 820 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 116 1,115 0 06 Apr 2020
Arabic Offensive Language on Twitter: Analysis and Experiments Hamdy Mubarak Ammar Rashed Kareem Darwish Younes Samih Ahmed Abdelali 83 152 0 05 Apr 2020
FastBERT: a Self-distilling BERT with Adaptive Inference Time Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Haotang Deng Qi Ju 97 361 0 05 Apr 2020
Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni Yoav Goldberg 101 252 0 05 Apr 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space Chunyuan Li Xiang Gao Yuan Li Baolin Peng Xiujun Li Yizhe Zhang Jianfeng Gao SSL DRL 86 182 0 05 Apr 2020
Testing pre-trained Transformer models for Lithuanian news clustering Lukas Stankevicius M. Lukoševičius VLM 27 8 0 03 Apr 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation Yaobo Liang Nan Duan Yeyun Gong Ning Wu Fenfei Guo ... Shuguang Liu Fan Yang Daniel Fernando Campos Rangan Majumder Ming Zhou ELM VLM 115 350 0 03 Apr 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He AI4CE 98 24 0 29 Mar 2020
VIOLIN: A Large-Scale Dataset for Video-and-Language Inference J. Liu Wenhu Chen Yu Cheng Zhe Gan Licheng Yu Yiming Yang Jingjing Liu MLLM VGen 99 70 0 25 Mar 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 236 978 0 24 Mar 2020
Felix: Flexible Text Editing Through Tagging and Insertion Jonathan Mallinson Aliaksei Severyn Eric Malmi Guillermo Garrido 82 76 0 24 Mar 2020
TextCaps: a Dataset for Image Captioning with Reading Comprehension Oleksii Sidorov Ronghang Hu Marcus Rohrbach Amanpreet Singh 103 418 0 24 Mar 2020
Data-driven models and computational tools for neurolinguistics: a language technology perspective Ekaterina Artemova Amir Bakarov A. Artemov Evgeny Burnaev M. Sharaev 46 4 0 23 Mar 2020
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles Malte Ostendorff Terry Ruas M. Schubotz Georg Rehm Bela Gipp 62 26 0 22 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 390 1,500 0 18 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 276 151 0 16 Mar 2020
Learning to Encode Position for Transformer with Continuous Dynamical Model Xuanqing Liu Hsiang-Fu Yu Inderjit Dhillon Cho-Jui Hsieh 85 112 0 13 Mar 2020
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking Samuel Broscheit OCL 100 123 0 11 Mar 2020
A Framework for Evaluation of Machine Reading Comprehension Gold Standards Viktor Schlegel Marco Valentino André Freitas Goran Nenadic Riza Batista-Navarro 58 30 0 10 Mar 2020
Natural Language QA Approaches using Reasoning with External Knowledge Chitta Baral Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra LRM 48 5 0 06 Mar 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning Farhad Nooralahzadeh Giannis Bekoulis Johannes Bjerva Isabelle Augenstein FedML 92 113 0 05 Mar 2020
Talking-Heads Attention Noam M. Shazeer Zhenzhong Lan Youlong Cheng Nan Ding L. Hou 145 80 0 05 Mar 2020