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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
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 180 2,655 0 25 Sep 2018
ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters Abdalghani Abujabal Rishiraj Saha Roy Mohamed Yahya Gerhard Weikum HILM 70 60 0 25 Sep 2018
Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System Barbara Rychalska Dominika Basaj P. Biecek Anna Wróblewska 38 9 0 11 Sep 2018
Multilingual Extractive Reading Comprehension by Runtime Machine Translation Akari Asai Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka 51 61 0 10 Sep 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering Todor Mihaylov Peter Clark Tushar Khot Ashish Sabharwal 113 1,537 0 08 Sep 2018
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question Answering Eric Wallace Pedro Rodriguez Shi Feng Ikuya Yamada Jordan L. Boyd-Graber AAML 56 18 0 07 Sep 2018
TVQA: Localized, Compositional Video Question Answering Muhammad Abdul Wahab Licheng Yu Mounir Nasr Allah Tamara L. Berg 90 640 0 05 Sep 2018
emrQA: A Large Corpus for Question Answering on Electronic Medical Records Anusri Pampari Preethi Raghavan Jennifer J. Liang Jian-wei Peng 63 206 0 03 Sep 2018
Interpretation of Natural Language Rules in Conversational Machine Reading Marzieh Saeidi Max Bartolo Patrick Lewis Sameer Singh Tim Rocktaschel Mike Sheldon Guillaume Bouchard Sebastian Riedel 61 160 0 28 Aug 2018
Identifying Well-formed Natural Language Questions Manaal Faruqui Dipanjan Das 88 50 0 28 Aug 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 98 1,205 0 21 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 127 826 0 21 Aug 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 109 718 0 16 Aug 2018
ODSQA: Open-domain Spoken Question Answering Dataset Chia-Hsuan Lee Shang-Ming Wang Huan-Cheng Chang Hung-yi Lee RALM 59 54 0 07 Aug 2018
One-shot Learning for Question-Answering in Gaokao History Challenge Zhuosheng Zhang Zhao Hai RALM 85 30 0 24 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 142 645 0 20 Jun 2018
Jack the Reader - A Machine Reading Framework Dirk Weissenborn Pasquale Minervini Tim Dettmers Isabelle Augenstein Johannes Welbl ... Matko Bosnjak Jeff Mitchell Thomas Demeester Pontus Stenetorp Sebastian Riedel 44 13 0 20 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 279 2,845 0 11 Jun 2018
DRCD: a Chinese Machine Reading Comprehension Dataset C. Shao Trois Liu Yuting Lai Yiying Tseng Sam S. Tsai 64 128 0 04 Jun 2018
Event2Mind: Commonsense Inference on Events, Intents, and Reactions Hannah Rashkin Maarten Sap Emily Allaway Noah A. Smith Yejin Choi 68 195 0 17 May 2018
Analyzing and Characterizing User Intent in Information-seeking Conversations Chen Qu Liu Yang W. Bruce Croft Johanne R. Trippas Yongfeng Zhang Minghui Qiu 58 117 0 23 Apr 2018
Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension Chia-Hsuan Lee Szu-Lin Wu Chi-Liang Liu Hung-yi Lee 66 98 0 01 Apr 2018
CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension Simon Suster Walter Daelemans 70 89 0 26 Mar 2018
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 266 2,184 0 23 Mar 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 92 583 0 18 Mar 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 160 2,610 0 14 Mar 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 148 1,657 0 14 Mar 2018
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge Simon Ostermann Ashutosh Modi Michael Roth Stefan Thater Manfred Pinkal 51 105 0 14 Mar 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 150 1,176 0 06 Mar 2018
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 134 774 0 19 Dec 2017
IQA: Visual Question Answering in Interactive Environments Daniel Gordon Aniruddha Kembhavi Mohammad Rastegari Joseph Redmon Dieter Fox Ali Farhadi LM&Ro 91 390 0 09 Dec 2017
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications Wei He Kai Liu Jing Liu Yajuan Lyu Shiqi Zhao ... Hua Wu Qiaoqiao She Xuan Liu Tian Wu Haifeng Wang RALM 69 278 0 14 Nov 2017
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 88 459 0 29 Oct 2017
Dataset for the First Evaluation on Chinese Machine Reading Comprehension Yiming Cui Ting Liu Zhongfu Chen Wentao Ma Shijin Wang Guoping Hu 64 23 0 25 Sep 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 100 1,196 0 31 Aug 2017
Adversarial Examples for Evaluating Reading Comprehension Systems Robin Jia Percy Liang AAML ELM 201 1,605 0 23 Jul 2017
DeepStory: Video Story QA by Deep Embedded Memory Networks Kyung-Min Kim Min-Oh Heo Seongho Choi Byoung-Tak Zhang 66 175 0 04 Jul 2017
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 73 694 0 13 Jun 2017
Key-Value Retrieval Networks for Task-Oriented Dialogue Mihail Eric Christopher D. Manning 75 418 0 15 May 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 207 2,676 0 09 May 2017
SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine Matthew Dunn Levent Sagun Mike Higgins V. U. Güney Volkan Cirik Kyunghyun Cho RALM 98 456 0 18 Apr 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 186 1,348 0 15 Apr 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 75 558 0 14 Apr 2017
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems Layla El Asri Hannes Schulz Shikhar Sharma Jeremie Zumer Justin Harris Emery Fine Rahul Mehrotra Kaheer Suleman 127 270 0 31 Mar 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 116 2,015 0 31 Mar 2017
InScript: Narrative texts annotated with script information Ashutosh Modi Tatiana Anikina Simon Ostermann Manfred Pinkal 35 53 0 15 Mar 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 307 2,378 0 20 Dec 2016
MarioQA: Answering Questions by Watching Gameplay Videos Jonghwan Mun Paul Hongsuck Seo Ilchae Jung Bohyung Han 83 109 0 06 Dec 2016
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 103 893 0 29 Nov 2016
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 142 2,728 0 28 Nov 2016