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SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

2 May 2019

Amanpreet Singh

Papers citing "SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems"

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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
Designing Multimodal Datasets for NLP Challenges James Pustejovsky E. Holderness Jingxuan Tu Parker Glenn Kyeongmin Rim Kelley Lynch R. Brutti 44 5 0 12 May 2021
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning Benjamin Minixhofer Milan Gritta Ignacio Iacobacci AI4CE 17 5 0 08 May 2021
XeroAlign: Zero-Shot Cross-lingual Transformer Alignment Milan Gritta Ignacio Iacobacci 78 21 0 06 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
Entailment as Few-Shot Learner Sinong Wang Han Fang Madian Khabsa Hanzi Mao Hao Ma 100 184 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
Morph Call: Probing Morphosyntactic Content of Multilingual Transformers Vladislav Mikhailov O. Serikov Ekaterina Artemova 82 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
Learning to Learn to be Right for the Right Reasons Pride Kavumba Benjamin Heinzerling Ana Brassard Kentaro Inui OOD ReLM LRM 49 4 0 23 Apr 2021
Finding Fuzziness in Neural Network Models of Language Processing Kanishka Misra Julia Taylor Rayz 18 0 0 22 Apr 2021
Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? T. Isbister F. Carlsson Magnus Sahlgren 93 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
Problems and Countermeasures in Natural Language Processing Evaluation Qingxiu Dong Zhifang Sui Weidong Zhan Baobao Chang ELM 35 2 0 20 Apr 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 184 756 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 124 455 0 18 Apr 2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo ... Graham Neubig Alexis Palmer Rolando A. Coto Solano Ngoc Thang Vu Katharina Kann 160 74 0 18 Apr 2021
PaCo: Preconditions Attributed to Commonsense Knowledge Ehsan Qasemi Filip Ilievski Muhao Chen Pedro A. Szekely LRM 43 11 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 668 4,119 0 18 Apr 2021
Competency Problems: On Finding and Removing Artifacts in Language Data Matt Gardner William Merrill Jesse Dodge Matthew E. Peters Alexis Ross Sameer Singh Noah A. Smith 245 111 0 17 Apr 2021
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models Zhengxuan Wu Nelson F. Liu Christopher Potts 32 3 0 17 Apr 2021
Membership Inference Attack Susceptibility of Clinical Language Models Abhyuday N. Jagannatha Bhanu Pratap Singh Rawat Hong-ye Yu MIACV 80 66 0 16 Apr 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 115 171 0 16 Apr 2021
What to Pre-Train on? Efficient Intermediate Task Selection Clifton A. Poth Jonas Pfeiffer Andreas Rucklé Iryna Gurevych 113 100 0 16 Apr 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier VLM OffRL 124 121 0 16 Apr 2021
Language Models are Few-Shot Butlers Vincent Micheli Franccois Fleuret 99 33 0 16 Apr 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 93 189 0 15 Apr 2021
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities Damian Pascual Sandro Luck Roger Wattenhofer MedIm 73 55 0 14 Apr 2021
Zhestyatsky at SemEval-2021 Task 2: ReLU over Cosine Similarity for BERT Fine-tuning Boris Zhestiankin Maria Ponomareva 18 5 0 13 Apr 2021
ExplainaBoard: An Explainable Leaderboard for NLP Pengfei Liu Jinlan Fu Yanghua Xiao Weizhe Yuan Shuaichen Chang Junqi Dai Yixin Liu Zihuiwen Ye Zi-Yi Dou Graham Neubig XAI LRM ELM 87 55 0 13 Apr 2021
Structural analysis of an all-purpose question answering model Vincent Micheli Quentin Heinrich Franccois Fleuret Wacim Belblidia 43 3 0 13 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 106 235 0 12 Apr 2021
SuperSim: a test set for word similarity and relatedness in Swedish Simon Hengchen Nina Tahmasebi AILaw 36 7 0 12 Apr 2021
NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance Aarne Talman Marianna Apidianaki S. Chatzikyriakidis Jörg Tiedemann 43 10 0 10 Apr 2021
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding Keyur Faldu A. Sheth Prashant Kikani Hemang Akabari 69 28 0 09 Apr 2021
Uppsala NLP at SemEval-2021 Task 2: Multilingual Language Models for Fine-tuning and Feature Extraction in Word-in-Context Disambiguation Huiling You Xingran Zhu Sara Stymne 56 2 0 08 Apr 2021
Dynabench: Rethinking Benchmarking in NLP Douwe Kiela Max Bartolo Yixin Nie Divyansh Kaushik Atticus Geiger ... Pontus Stenetorp Robin Jia Joey Tianyi Zhou Christopher Potts Adina Williams 218 410 0 07 Apr 2021
What Will it Take to Fix Benchmarking in Natural Language Understanding? Samuel R. Bowman George E. Dahl ELM ALM 76 164 0 05 Apr 2021
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers Rohan Gupta Jay Mundra Deepak Mahajan Ashutosh Modi 41 3 0 04 Apr 2021
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models Omar Shaikh Jon Saad-Falcon Austin P. Wright Nilaksh Das Scott Freitas O. Asensio Duen Horng Chau 52 20 0 30 Mar 2021
A Practical Survey on Faster and Lighter Transformers Quentin Fournier G. Caron Daniel Aloise 137 103 0 26 Mar 2021
Incorporating Connections Beyond Knowledge Embeddings: A Plug-and-Play Module to Enhance Commonsense Reasoning in Machine Reading Comprehension Damai Dai Hua Zheng Zhifang Sui Baobao Chang KELM LRM 24 2 0 26 Mar 2021
Visual Grounding Strategies for Text-Only Natural Language Processing Damien Sileo 45 8 0 25 Mar 2021
FastMoE: A Fast Mixture-of-Expert Training System Jiaao He J. Qiu Aohan Zeng Zhilin Yang Jidong Zhai Jie Tang ALM MoE 109 104 0 24 Mar 2021
Representing Numbers in NLP: a Survey and a Vision Avijit Thawani Jay Pujara Pedro A. Szekely Filip Ilievski 91 119 0 24 Mar 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 105 140 0 24 Mar 2021
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures Sushant Singh A. Mahmood AI4TS 106 95 0 23 Mar 2021
Improving and Simplifying Pattern Exploiting Training Derek Tam Rakesh R Menon Joey Tianyi Zhou Shashank Srivastava Colin Raffel 78 151 0 22 Mar 2021
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 178 1,184 0 18 Mar 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 156 1,565 0 18 Mar 2021