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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
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 112 387 0 26 Jun 2020
ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion Bingning Wang Ting Yao Qi Zhang Jingfang Xu Xiaochuan Wang RALM 51 21 0 22 Jun 2020
TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation Ningyuan Sun Xuefeng Yang Yunfeng Liu LMTD 59 34 0 10 Jun 2020
Neural Unsupervised Domain Adaptation in NLP---A Survey Alan Ramponi Barbara Plank OOD 102 259 0 31 May 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 71 18 0 29 May 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 814 42,055 0 28 May 2020
RuBQ: A Russian Dataset for Question Answering over Wikidata Vladislav Korablinov Pavel Braslavski RALM 61 26 0 21 May 2020
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Singh Sachdeva Chitta Baral AIMat 31 13 0 18 May 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 208 1,104 0 08 May 2020
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models Mandy Guo Yinfei Yang Daniel Cer Qinlan Shen Noah Constant LRM 56 47 0 05 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 98 65 0 04 May 2020
DoQA -- Accessing Domain-Specific FAQs via Conversational QA Jon Ander Campos Arantxa Otegi Aitor Soroa Etxabe Jan Deriu Mark Cieliebak Eneko Agirre 53 67 0 04 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 272 194 0 03 May 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 143 739 0 02 May 2020
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models Bill Yuchen Lin Seyeon Lee Rahul Khanna Xiang Ren AIMat 63 158 0 02 May 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions Qiang Ning Hao Wu Rujun Han Nanyun Peng Matt Gardner Dan Roth 57 110 0 01 May 2020
Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity Pedro Rodriguez Paul A. Crook Seungwhan Moon Zhiguang Wang RALM 58 12 0 01 May 2020
STARC: Structured Annotations for Reading Comprehension Yevgeni Berzak J. Malmaud R. Levy 40 23 0 30 Apr 2020
SubjQA: A Dataset for Subjectivity and Review Comprehension Johannes Bjerva Nikita Bhutani Behzad Golshan W. Tan Isabelle Augenstein 42 43 0 29 Apr 2020
SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations X. Kong Varun Gangal Eduard H. Hovy 22 8 0 27 Apr 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu Jiaxin Pei Hongtao Wu Yiyu Liu Chenliang Li MLLM VLM 47 14 0 26 Apr 2020
AmbigQA: Answering Ambiguous Open-domain Questions Sewon Min Julian Michael Hannaneh Hajishirzi Luke Zettlemoyer 105 314 0 22 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 89 357 0 21 Apr 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data Wenhu Chen Hanwen Zha Zhiyu Zoey Chen Wenhan Xiong Hong Wang Wenjie Wang 66 305 0 15 Apr 2020
Generating Fact Checking Explanations Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 57 199 0 13 Apr 2020
LAReQA: Language-agnostic answer retrieval from a multilingual pool Uma Roy Noah Constant Rami Al-Rfou Aditya Barua Aaron B. Phillips Yinfei Yang RALM 47 56 0 11 Apr 2020
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure Jiaqi Li Ming Liu Min-Yen Kan Zihao Zheng Zekun Wang Wenqiang Lei Ting Liu Bing Qin 46 102 0 10 Apr 2020
A Sentence Cloze Dataset for Chinese Machine Reading Comprehension Yiming Cui Ting Liu Ziqing Yang Zhipeng Chen Wentao Ma Wanxiang Che Shijin Wang Guoping Hu 55 19 0 07 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 153 609 0 10 Mar 2020
A Framework for Evaluation of Machine Reading Comprehension Gold Standards Viktor Schlegel Marco Valentino André Freitas Goran Nenadic Riza Batista-Navarro 42 30 0 10 Mar 2020
FQuAD: French Question Answering Dataset Martin d'Hoffschmidt Wacim Belblidia Tom Brendlé Quentin Heinrich Maxime Vidal 77 100 0 14 Feb 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 119 252 0 11 Feb 2020
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 108 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 37 89 0 11 Dec 2019
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues Dataset Gustavo Penha Alex Bălan C. Hauff 63 54 0 10 Dec 2019
SemEval-2016 Task 3: Community Question Answering Preslav Nakov Lluís Màrquez i Villodre Alessandro Moschitti Walid Magdy Hamdy Mubarak Abed Alhakim Freihat James R. Glass Bilal Randeree 80 198 0 03 Dec 2019
TutorialVQA: Question Answering Dataset for Tutorial Videos Anthony Colas Seokhwan Kim Franck Dernoncourt Siddhesh Gupte D. Wang Doo Soon Kim 44 29 0 02 Dec 2019
SemEval-2017 Task 3: Community Question Answering Preslav Nakov Doris Hoogeveen Lluís Màrquez i Villodre Alessandro Moschitti Hamdy Mubarak Timothy Baldwin Karin Verspoor 53 228 0 02 Dec 2019
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 152 1,806 0 26 Nov 2019
SemEval-2015 Task 3: Answer Selection in Community Question Answering Preslav Nakov Lluís Màrquez i Villodre Walid Magdy Alessandro Moschitti James R. Glass Bilal Randeree 47 145 0 26 Nov 2019
Temporal Reasoning via Audio Question Answering Haytham M. Fayek Justin Johnson 49 53 0 21 Nov 2019
Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets Saku Sugawara Pontus Stenetorp Kentaro Inui Akiko Aizawa 48 86 0 21 Nov 2019
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection Siddhant Garg Thuy Vu Alessandro Moschitti 81 215 0 11 Nov 2019
The TechQA Dataset Vittorio Castelli Rishav Chakravarti Saswati Dana Anthony Ferritto Radu Florian ... Andrzej Sakrajda Avirup Sil Rosario A. Uceda-Sosa T. Ward Rong Zhang 66 46 0 08 Nov 2019
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance R. Thomas McCoy Junghyun Min Tal Linzen 96 150 0 07 Nov 2019
Posing Fair Generalization Tasks for Natural Language Inference Atticus Geiger Ignacio Cases L. Karttunen Christopher Potts 58 48 0 03 Nov 2019
What Question Answering can Learn from Trivia Nerds Jordan L. Boyd-Graber Benjamin Borschinger 64 37 0 31 Oct 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 202 797 0 25 Oct 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 71 306 0 22 Oct 2019
Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion Philipp Christmann Rishiraj Saha Roy Abdalghani Abujabal Jyotsna Singh Gerhard Weikum 46 95 0 08 Oct 2019