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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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Towards Detecting Need for Empathetic Response in Motivational Interviewing Zixiu "Alex" Wu Rim Helaoui Vivek Kumar (Ph.D) Diego Reforgiato Recupero Daniele Riboni 31 14 0 20 May 2021
Balancing Robustness and Sensitivity using Feature Contrastive Learning Seungyeon Kim Daniel Glasner Srikumar Ramalingam Cho-Jui Hsieh Kishore Papineni Sanjiv Kumar 41 1 0 19 May 2021
Effective Attention Sheds Light On Interpretability Kaiser Sun Ana Marasović MILM 61 16 0 18 May 2021
Exploiting Adapters for Cross-lingual Low-resource Speech Recognition Wenxin Hou Hanlin Zhu Yidong Wang Jindong Wang Tao Qin Renjun Xu T. Shinozaki 62 65 0 18 May 2021
Pay Attention to MLPs Hanxiao Liu Zihang Dai David R. So Quoc V. Le AI4CE 166 670 0 17 May 2021
BERT Busters: Outlier Dimensions that Disrupt Transformers Olga Kovaleva Saurabh Kulshreshtha Anna Rogers Anna Rumshisky 121 93 0 14 May 2021
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing Elena Volodina Yousuf Ali Mohammed Julia Klezl 62 22 0 14 May 2021
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level Ruiqi Zhong Dhruba Ghosh Dan Klein Jacob Steinhardt 91 36 0 13 May 2021
Designing Multimodal Datasets for NLP Challenges James Pustejovsky E. Holderness Jingxuan Tu Parker Glenn Kyeongmin Rim Kelley Lynch R. Brutti 54 5 0 12 May 2021
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation Ahmad Rashid Vasileios Lioutas Mehdi Rezagholizadeh AAML 94 37 0 12 May 2021
How Reliable are Model Diagnostics? V. Aribandi Yi Tay Donald Metzler 103 19 0 12 May 2021
Benchmarking down-scaled (not so large) pre-trained language models Yi Men P. Schulze C. Heumann 31 1 0 11 May 2021
Language Acquisition is Embodied, Interactive, Emotive: a Research Proposal C. Kennington LM&Ro 58 0 0 10 May 2021
DocSCAN: Unsupervised Text Classification via Learning from Neighbors Dominik Stammbach Elliott Ash 78 9 0 09 May 2021
FNet: Mixing Tokens with Fourier Transforms James Lee-Thorp Joshua Ainslie Ilya Eckstein Santiago Ontanon 145 537 0 09 May 2021
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning Benjamin Minixhofer Milan Gritta Ignacio Iacobacci AI4CE 19 5 0 08 May 2021
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text Siyuan Wang Wanjun Zhong Duyu Tang Zhongyu Wei Zhihao Fan Daxin Jiang Ming Zhou Nan Duan NAI 134 73 0 08 May 2021
Adapting by Pruning: A Case Study on BERT Yang Gao Nicolo Colombo Wen Wang 49 17 0 07 May 2021
SpeechNet: A Universal Modularized Model for Speech Processing Tasks Yi-Chen Chen Po-Han Chi Shu-Wen Yang Kai-Wei Chang Jheng-hao Lin Sung-Feng Huang Da-Rong Liu Chi-Liang Liu Cheng-Kuang Lee Hung-yi Lee MoE 64 17 0 07 May 2021
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates Yuqing Xie Yi-An Lai Yuanjun Xiong Yi Zhang Stefano Soatto UQCV 59 16 0 07 May 2021
XeroAlign: Zero-Shot Cross-lingual Transformer Alignment Milan Gritta Ignacio Iacobacci 82 21 0 06 May 2021
Security Vulnerability Detection Using Deep Learning Natural Language Processing Noah Ziems Shaoen Wu 93 58 0 06 May 2021
HerBERT: Efficiently Pretrained Transformer-based Language Model for Polish Robert Mroczkowski Piotr Rybak Alina Wróblewska Ireneusz Gawlik 86 85 0 04 May 2021
Unreasonable Effectiveness of Rule-Based Heuristics in Solving Russian SuperGLUE Tasks Tatiana Iazykova Denis Kapelyushnik Olga Bystrova Andrey Kutuzov ELM 43 1 0 03 May 2021
SUPERB: Speech processing Universal PERformance Benchmark Shu-Wen Yang Po-Han Chi Yung-Sung Chuang Cheng-I Jeff Lai Kushal Lakhotia ... Shuyan Dong Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee SSL 188 943 0 03 May 2021
Entailment as Few-Shot Learner Sinong Wang Han Fang Madian Khabsa Hanzi Mao Hao Ma 103 185 0 29 Apr 2021
Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application Abhijit Suresh Jennifer Jacobs Vivian Lai Chenhao Tan Wayne H. Ward James H. Martin T. Sumner 46 30 0 29 Apr 2021
MOROCCO: Model Resource Comparison Framework Valentin Malykh Alexander Kukushkin Ekaterina Artemova Vladislav Mikhailov Maria Tikhonova Tatiana Shavrina 55 0 0 29 Apr 2021
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories Minjin Choi Sunkyung Lee Eunseong Choi Heesoo Park Junhyuk Lee Dongwon Lee Jongwuk Lee 51 103 0 28 Apr 2021
Multi-class Text Classification using BERT-based Active Learning Sumanth Prabhu Moosa Mohamed Hemant Misra 72 39 0 27 Apr 2021
Morph Call: Probing Morphosyntactic Content of Multilingual Transformers Vladislav Mikhailov O. Serikov Ekaterina Artemova 84 9 0 26 Apr 2021
Teaching a Massive Open Online Course on Natural Language Processing Ekaterina Artemova M. Apishev V. Sarkisyan Sergey Aksenov D. Kirjanov O. Serikov VLM 19 4 0 26 Apr 2021
Evaluating the Values of Sources in Transfer Learning Md. Rizwan Parvez Kai-Wei Chang 73 18 0 26 Apr 2021
Random Embeddings and Linear Regression can Predict Protein Function Tianyu Lu Alex X. Lu Alan M. Moses SSL 51 5 0 25 Apr 2021
Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation Cheng Chen Yichun Yin Lifeng Shang Zhi Wang Xin Jiang Xiao Chen Qun Liu FedML 78 7 0 24 Apr 2021
Playing Lottery Tickets with Vision and Language Zhe Gan Yen-Chun Chen Linjie Li Tianlong Chen Yu Cheng Shuohang Wang Jingjing Liu Lijuan Wang Zicheng Liu VLM 144 56 0 23 Apr 2021
On Geodesic Distances and Contextual Embedding Compression for Text Classification Rishi Jha Kai Mihata 32 6 0 22 Apr 2021
SoT: Delving Deeper into Classification Head for Transformer Jiangtao Xie Rui Zeng Qilong Wang Ziqi Zhou P. Li ViT 86 12 0 22 Apr 2021
Finding Fuzziness in Neural Network Models of Language Processing Kanishka Misra Julia Taylor Rayz 18 0 0 22 Apr 2021
Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? William Merrill Yoav Goldberg Roy Schwartz Noah A. Smith 110 69 0 22 Apr 2021
Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? T. Isbister F. Carlsson Magnus Sahlgren 95 25 0 21 Apr 2021
Sensitivity as a Complexity Measure for Sequence Classification Tasks Michael Hahn Dan Jurafsky Richard Futrell 197 22 0 21 Apr 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 370 2,552 0 20 Apr 2021
WASSA@IITK at WASSA 2021: Multi-task Learning and Transformer Finetuning for Emotion Classification and Empathy Prediction Jay Mundra Rohan Gupta Sagnik Mukherjee 42 14 0 20 Apr 2021
Subsentence Extraction from Text Using Coverage-Based Deep Learning Language Models Jongyoon Lim Inkyu Sa H. Ahn N. Gasteiger S. Lee B. MacDonald 36 9 0 20 Apr 2021
Problems and Countermeasures in Natural Language Processing Evaluation Qingxiu Dong Zhifang Sui Weidong Zhan Baobao Chang ELM 35 2 0 20 Apr 2021
Efficient pre-training objectives for Transformers Luca Di Liello Matteo Gabburo Alessandro Moschitti 32 15 0 20 Apr 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers Wenxuan Zhou Fangyu Liu Muhao Chen 56 101 0 18 Apr 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning Xisen Jin Bill Yuchen Lin Mohammad Rostami Xiang Ren BDL CLL 86 42 0 18 Apr 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco Dirk Groeneveld Margaret Mitchell Matt Gardner AILaw 128 455 0 18 Apr 2021