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QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension

27 July 2021

Papers citing "QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension"

50 / 223 papers shown

Title
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik Eduard H. Hovy Zachary Chase Lipton CML 91 569 0 26 Sep 2019
Question Answering is a Format; When is it Useful? Matt Gardner Jonathan Berant Hannaneh Hajishirzi Alon Talmor Sewon Min 61 52 0 25 Sep 2019
Learning to Deceive with Attention-Based Explanations Danish Pruthi Mansi Gupta Bhuwan Dhingra Graham Neubig Zachary Chase Lipton 77 193 0 17 Sep 2019
KorQuAD1.0: Korean QA Dataset for Machine Reading Comprehension Seungyoung Lim Myungji Kim Jooyoul Lee 37 93 0 16 Sep 2019
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 382 896 0 13 Sep 2019
QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions Oyvind Tafjord Matt Gardner Kevin Lin Peter Clark 59 108 0 08 Sep 2019
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims Isabelle Augenstein Christina Lioma Dongsheng Wang Lucas Chaves Lima Casper Hansen Christian B. Hansen J. Simonsen HILM 124 251 0 07 Sep 2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding Ben Zhou Daniel Khashabi Qiang Ning Dan Roth AIMat 92 197 0 06 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 115 454 0 31 Aug 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 320 326 0 21 Aug 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP Eric Wallace Shi Feng Nikhil Kandpal Matt Gardner Sameer Singh AAML SILM 114 866 0 20 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 62 210 0 16 Aug 2019
Reasoning Over Paragraph Effects in Situations Kevin Lin Oyvind Tafjord Peter Clark Matt Gardner 82 115 0 16 Aug 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning Pradeep Dasigi Nelson F. Liu Ana Marasović Noah A. Smith Matt Gardner RALM 73 173 0 16 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 78 461 0 15 Aug 2019
XCMRC: Evaluating Cross-lingual Machine Reading Comprehension Pengyuan Liu Yuning Deng Chenghao Zhu Han Hu ELM 36 9 0 15 Aug 2019
X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension Mostafa Abdou Cezar Sas Rahul Aralikatte Isabelle Augenstein Anders Søgaard 52 8 0 14 Aug 2019
AmazonQA: A Review-Based Question Answering Task Mansi Gupta Nitish Kulkarni Raghuveer Chanda Anirudha Rayasam Zachary Chase Lipton RALM 65 71 0 12 Aug 2019
TEQUILA: Temporal Question Answering over Knowledge Bases Zhen Jia Abdalghani Abujabal Rishiraj Saha Roy Jannik Strötgen Gerhard Weikum 61 110 0 09 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 86 606 0 31 Jul 2019
Text-to-SQL Generation for Question Answering on Electronic Medical Records Ping Wang Tian Shi Chandan K. Reddy 46 103 0 28 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 665 24,464 0 26 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 92 619 0 22 Jul 2019
TWEETQA: A Social Media Focused Question Answering Dataset Wenhan Xiong Jiawei Wu Hong Wang Vivek Kulkarni Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 61 77 0 14 Jul 2019
Neural Arabic Question Answering Hussein Mozannar Karl El Hajal Elie Maamary Hazem M. Hajj 59 136 0 12 Jun 2019
HEAD-QA: A Healthcare Dataset for Complex Reasoning David Vilares Carlos Gómez-Rodríguez 52 83 0 11 Jun 2019
A Survey on Neural Machine Reading Comprehension Boyu Qiu Xu Chen Jungang Xu Yingfei Sun FaML AIMat 43 31 0 10 Jun 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 227 1,527 0 24 May 2019
ANTIQUE: A Non-Factoid Question Answering Benchmark Helia Hashemi Mohammad Aliannejadi Hamed Zamani W. Bruce Croft RALM HILM 55 83 0 22 May 2019
HellaSwag: Can a Machine Really Finish Your Sentence? Rowan Zellers Ari Holtzman Yonatan Bisk Ali Farhadi Yejin Choi 174 2,485 0 19 May 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 72 347 0 14 May 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 58 50 0 09 Apr 2019
VQD: Visual Query Detection in Natural Scenes Manoj Acharya Karan Jariwala Christopher Kanan ObjD 42 18 0 04 Apr 2019
A Survey of Code-switched Speech and Language Processing Sunayana Sitaram Khyathi Chandu Sai Krishna Rallabandi A. Black 62 135 0 25 Mar 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Dheeru Dua Yizhong Wang Pradeep Dasigi Gabriel Stanovsky Sameer Singh Matt Gardner AIMat 101 955 0 01 Mar 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 134 1,239 0 04 Feb 2019
DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie RALM AIMat 57 296 0 01 Feb 2019
Assessing BERT's Syntactic Abilities Yoav Goldberg 73 496 0 16 Jan 2019
QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships Oyvind Tafjord Peter Clark Matt Gardner Wen-tau Yih Ashish Sabharwal AIMat 56 80 0 20 Nov 2018
Wizard of Wikipedia: Knowledge-Powered Conversational agents Emily Dinan Stephen Roller Kurt Shuster Angela Fan Michael Auli Jason Weston RALM KELM 129 950 0 03 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 140 1,733 0 02 Nov 2018
Shifting the Baseline: Single Modality Performance on Visual Navigation & QA Jesse Thomason Daniel Gordon Yonatan Bisk 74 75 0 01 Nov 2018
A Corpus for Reasoning About Natural Language Grounded in Photographs Alane Suhr Stephanie Zhou Ally Zhang Iris Zhang Huajun Bai Yoav Artzi LRM 103 604 0 01 Nov 2018
ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension Sheng Zhang Xiaodong Liu Jingjing Liu Jianfeng Gao Kevin Duh Benjamin Van Durme 74 314 0 30 Oct 2018
TallyQA: Answering Complex Counting Questions Manoj Acharya Kushal Kafle Christopher Kanan 57 122 0 29 Oct 2018
Adversarial TableQA: Attention Supervision for Question Answering on Tables Minseok Cho Reinald Kim Amplayo Seung-won Hwang Jonghyuck Park LMTD OOD 53 22 0 18 Oct 2018
A Span-Extraction Dataset for Chinese Machine Reading Comprehension Yiming Cui Ting Liu Wanxiang Che Li Xiao Zhipeng Chen Wentao Ma Shijin Wang Guoping Hu 77 186 0 17 Oct 2018
Model Cards for Model Reporting Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru 127 1,895 0 05 Oct 2018
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 172 1,319 0 29 Sep 2018
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC Mark Yatskar 70 97 0 27 Sep 2018