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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

9 May 2017

Luke Zettlemoyer

Papers citing "TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension"

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Title
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Guanming Xiong 130 0 0 20 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 83 309 0 15 Apr 2020
Entities as Experts: Sparse Memory Access with Entity Supervision Thibault Févry Livio Baldini Soares Nicholas FitzGerald Eunsol Choi Tom Kwiatkowski RALM 138 155 0 15 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 87 179 0 15 Apr 2020
Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension A. Maharana Joey Tianyi Zhou AAML 144 13 0 13 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 247 4,111 0 10 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 94 103 0 10 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 254 3,816 0 10 Apr 2020
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Changmao Li Jinho Choi 51 26 0 07 Apr 2020
What do Models Learn from Question Answering Datasets? Priyanka Sen Amir Saffari RALM ELM 89 75 0 07 Apr 2020
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation Kazutoshi Shinoda Saku Sugawara Akiko Aizawa OOD 72 12 0 07 Apr 2020
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering Pratyay Banerjee Chitta Baral RALM 106 24 0 07 Apr 2020
Query Focused Multi-Document Summarization with Distant Supervision Yumo Xu Mirella Lapata RALM 46 12 0 06 Apr 2020
Talk to Papers: Bringing Neural Question Answering to Academic Search Tiancheng Zhao Kyusong Lee 56 14 0 04 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 54 2 0 04 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 237 613 0 10 Mar 2020
Practical Annotation Strategies for Question Answering Datasets Bernhard Kratzwald Xiang Yue Huan Sun Stefan Feuerriegel 30 0 0 06 Mar 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary Mohammad Shoeybi Bryan Catanzaro ELM 81 160 0 22 Feb 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 144 898 0 10 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 147 175 0 02 Feb 2020
Conversations with Documents. An Exploration of Document-Centered Assistance Maartje ter Hoeve Robert Sim E. Nouri Adam Fourney Maarten de Rijke Ryen W. White 59 38 0 27 Jan 2020
Retrospective Reader for Machine Reading Comprehension Zhuosheng Zhang Junjie Yang Hai Zhao RALM 104 227 0 27 Jan 2020
A Study of the Tasks and Models in Machine Reading Comprehension Chao Wang LRM 69 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 77 5 0 16 Jan 2020
Learning Cross-Context Entity Representations from Text Jeffrey Ling Nicholas FitzGerald Zifei Shan Livio Baldini Soares Thibault Févry David J. Weiss Tom Kwiatkowski 77 32 0 11 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 131 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 86 10 0 30 Dec 2019
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 147 61 0 20 Dec 2019
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 105 201 0 20 Dec 2019
CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension Xingyi Duan Baoxin Wang Ziyue Wang Wentao Ma Yiming Cui ... Ting Liu Tianxiang Huo Zhen Hu Heng Wang Zhiyuan Liu AILaw 67 66 0 19 Dec 2019
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 71 70 0 04 Dec 2019
TutorialVQA: Question Answering Dataset for Tutorial Videos Anthony Colas Seokhwan Kim Franck Dernoncourt Siddhesh Gupte D. Wang Doo Soon Kim 76 31 0 02 Dec 2019
JEC-QA: A Legal-Domain Question Answering Dataset Haoxiang Zhong Chaojun Xiao Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun ELM AILaw 101 157 0 27 Nov 2019
Conclusion-Supplement Answer Generation for Non-Factoid Questions M. Nakatsuji Sohei Okui 3DV 55 8 0 25 Nov 2019
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 116 108 0 10 Nov 2019
An Annotation Scheme of A Large-scale Multi-party Dialogues Dataset for Discourse Parsing and Machine Comprehension Jiaqi Li Ming-Yuan Liu Bing Qin Zihao Zheng Ting Liu 50 1 0 08 Nov 2019
Blockwise Self-Attention for Long Document Understanding J. Qiu Hao Ma Omer Levy Scott Yih Sinong Wang Jie Tang 111 254 0 07 Nov 2019
Towards Domain Adaptation from Limited Data for Question Answering Using Deep Neural Networks Timothy J. Hazen Shehzaad Dhuliawala Daniel Boies OOD 60 19 0 06 Nov 2019
Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network Deming Ye Yankai Lin Zhenghao Liu Zhiyuan Liu Maosong Sun ReLM 57 15 0 06 Nov 2019
Question Answering for Privacy Policies: Combining Computational and Legal Perspectives Abhilasha Ravichander A. Black Shomir Wilson Thomas B. Norton Norman M. Sadeh AILaw 118 113 0 03 Nov 2019
Design and Challenges of Cloze-Style Reading Comprehension Tasks on Multiparty Dialogue Changmao Li Tianhao Liu Jinho Choi 18 2 0 02 Nov 2019
How to Pre-Train Your Model? Comparison of Different Pre-Training Models for Biomedical Question Answering S. Kamath Brigitte Grau Yue Ma AI4MH 36 7 0 02 Nov 2019
Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension Ying Xu Xu Zhong Antonio Jimeno Yepes Jey Han Lau AI4CE CLL 61 45 0 01 Nov 2019
What Question Answering can Learn from Trivia Nerds Jordan L. Boyd-Graber Benjamin Borschinger 80 37 0 31 Oct 2019
Let Me Know What to Ask: Interrogative-Word-Aware Question Generation Junmo Kang Haritz Puerto Sung-Hyon Myaeng 47 17 0 30 Oct 2019
Sentence Embeddings for Russian NLU Dmitry Popov Alexander Pugachev Polina Svyatokum Elizaveta Svitanko Ekaterina Artemova 54 1 0 29 Oct 2019
Relation Module for Non-answerable Prediction on Question Answering Kevin Huang Yun Tang Jing-ling Huang Xiaodong He Bowen Zhou 72 6 0 23 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 954 20,461 0 23 Oct 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 101 309 0 22 Oct 2019
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 53 72 0 21 Oct 2019