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English Machine Reading Comprehension Datasets: A Survey

25 January 2021

Papers citing "English Machine Reading Comprehension Datasets: A Survey"

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Title
INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages A. Singh Rudra Murthy Vishwajeet Kumar Jaydeep Sen Ashish Mittal Ganesh Ramakrishnan 191 6 0 18 Jul 2024
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 122 167 0 27 Jul 2021
GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval Timo Moller Julian Risch M. Pietsch 93 55 0 26 Apr 2021
IIRC: A Dataset of Incomplete Information Reading Comprehension Questions James Ferguson Matt Gardner Hannaneh Hajishirzi Tushar Khot Pradeep Dasigi RALM 38 55 0 13 Nov 2020
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark Tatiana Shavrina Alena Fenogenova Anton A. Emelyanov Denis Shevelev Ekaterina Artemova Valentin Malykh Vladislav Mikhailov Maria Tikhonova Andrey Chertok Andrey Evlampiev VLM ELM 70 82 0 29 Oct 2020
DaNetQA: a yes/no Question Answering Dataset for the Russian Language T. Glushkova Alexey Machnev Alena Fenogenova Tatiana Shavrina Ekaterina Artemova D. Ignatov 36 11 0 06 Oct 2020
LiveQA: A Question Answering Dataset over Sports Live Qianying Liu Sicong Jiang Yizhong Wang Sujian Li 43 14 0 01 Oct 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 98 159 0 30 Jul 2020
Reading Comprehension in Czech via Machine Translation and Cross-lingual Transfer K. Macková Milan Straka 53 13 0 03 Jul 2020
ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion Bingning Wang Ting Yao Qi Zhang Jingfang Xu Xiaochuan Wang RALM 61 21 0 22 Jun 2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets Chengchang Zeng Shaobo Li Qin Li Jie Hu Jianjun Hu 87 101 0 21 Jun 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 100 65 0 04 May 2020
SubjQA: A Dataset for Subjectivity and Review Comprehension Johannes Bjerva Nikita Bhutani Behzad Golshan W. Tan Isabelle Augenstein 53 43 0 29 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 90 386 0 13 Apr 2020
R3: A Reading Comprehension Benchmark Requiring Reasoning Processes Ran Wang Kun Tao Dingjie Song Zhilong Zhang Xiao Ma Xiáo Su Xinyu Dai 59 3 0 02 Apr 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 171 612 0 10 Mar 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 125 254 0 11 Feb 2020
A Study of the Tasks and Models in Machine Reading Comprehension Chao Wang LRM 61 1 0 23 Jan 2020
Enhancing lexical-based approach with external knowledge for Vietnamese multiple-choice machine reading comprehension Kiet Van Nguyen Khiem Vinh Tran Son T. Luu A. Nguyen Ngan Luu-Thuy Nguyen 56 5 0 16 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 89 86 0 06 Jan 2020
The Shmoop Corpus: A Dataset of Stories with Loosely Aligned Summaries Atef Chaudhury Makarand Tapaswi Seung Wook Kim Sanja Fidler 57 10 0 30 Dec 2019
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 120 61 0 20 Dec 2019
Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question Answering C. Carrino Marta R. Costa-jussá José A. R. Fonollosa 39 89 0 11 Dec 2019
QASC: A Dataset for Question Answering via Sentence Composition Tushar Khot Peter Clark Michal Guerquin Peter Alexander Jansen Ashish Sabharwal CoGe 76 330 0 25 Oct 2019
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels Yimin Jing Deyi Xiong Yan Zhen 64 31 0 11 Oct 2019
KorQuAD1.0: Korean QA Dataset for Machine Reading Comprehension Seungyoung Lim Myungji Kim Jooyoul Lee 41 93 0 16 Sep 2019
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 390 912 0 13 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 576 2,674 0 03 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 115 457 0 31 Aug 2019
AmazonQA: A Review-Based Question Answering Task Mansi Gupta Nitish Kulkarni Raghuveer Chanda Anirudha Rayasam Zachary Chase Lipton RALM 70 71 0 12 Aug 2019
Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian Momchil Hardalov Ivan Koychev Preslav Nakov RALM 46 19 0 05 Aug 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 78 0 14 Jul 2019
Machine Reading Comprehension: a Literature Review Xin Zhang An Yang Sujian Li Yizhong Wang 70 33 0 30 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 244 1,551 0 24 May 2019
MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants Simon Ostermann Michael Roth Manfred Pinkal 56 47 0 23 May 2019
HellaSwag: Can a Machine Really Finish Your Sentence? Rowan Zellers Ari Holtzman Yonatan Bisk Ali Farhadi Yejin Choi 179 2,523 0 19 May 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Dheeru Dua Yizhong Wang Pradeep Dasigi Gabriel Stanovsky Sameer Singh Matt Gardner AIMat 106 965 0 01 Mar 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 57 297 0 01 Feb 2019
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 144 1,747 0 02 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 81 314 0 30 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
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 188 2,694 0 25 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 119 1,562 0 08 Sep 2018
RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes Semih Yagcioglu Aykut Erdem Erkut Erdem Nazli Ikizler-Cinbis CoGe 60 173 0 04 Sep 2018
emrQA: A Large Corpus for Question Answering on Electronic Medical Records Anusri Pampari Preethi Raghavan Jennifer J. Liang Jian-wei Peng 63 205 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 63 160 0 28 Aug 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 114 1,209 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 143 828 0 21 Aug 2018