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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"

50 / 1,823 papers shown

Title
Multi-hop Reading Comprehension through Question Decomposition and Rescoring Sewon Min Victor Zhong Luke Zettlemoyer Hannaneh Hajishirzi ReLM 67 237 0 07 Jun 2019
Compositional Questions Do Not Necessitate Multi-hop Reasoning Sewon Min Eric Wallace Sameer Singh Matt Gardner Hannaneh Hajishirzi Luke Zettlemoyer 101 151 0 07 Jun 2019
Episodic Memory in Lifelong Language Learning Cyprien de Masson dÁutume Sebastian Ruder Lingpeng Kong Dani Yogatama CLL KELM 150 293 0 03 Jun 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 123 1,020 0 01 Jun 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension Alon Talmor Jonathan Berant 106 173 0 31 May 2019
Controlling Risk of Web Question Answering Lixin Su Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng 56 9 0 24 May 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 393 1,564 0 24 May 2019
MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants Simon Ostermann Michael Roth Manfred Pinkal 73 47 0 23 May 2019
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal Alex Long Joel Mason Alan Blair Wei Wang RALM 64 2 0 23 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 70 102 0 21 May 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Andrew McCallum RALM LRM 59 165 0 14 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 95 348 0 14 May 2019
Survey on Evaluation Methods for Dialogue Systems Jan Deriu Álvaro Rodrigo Arantxa Otegi Guillermo Echegoyen S. Rosset Eneko Agirre Mark Cieliebak 116 285 0 10 May 2019
Understanding Dataset Design Choices for Multi-hop Reasoning Jifan Chen Greg Durrett LRM 81 99 0 27 Apr 2019
Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension Kai Sun Dian Yu Dong Yu Claire Cardie 100 103 0 21 Apr 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text Haitian Sun Tania Bedrax-Weiss William W. Cohen RALM ReLM 100 356 0 21 Apr 2019
Unifying Question Answering, Text Classification, and Regression via Span Extraction N. Keskar Bryan McCann Caiming Xiong R. Socher BDL 79 21 0 19 Apr 2019
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering Wei Yang Yuqing Xie Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM OOD 73 64 0 14 Apr 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering Yu Cao Meng Fang Dacheng Tao GNN BDL 69 77 0 10 Apr 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 76 50 0 09 Apr 2019
Tracking Discrete and Continuous Entity State for Process Understanding Aditya Gupta Greg Durrett 76 35 0 06 Apr 2019
ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions S. Parikh Ananya B. Sai Preksha Nema Mitesh M. Khapra 62 28 0 04 Apr 2019
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 102 701 0 03 Apr 2019
A General FOFE-net Framework for Simple and Effective Question Answering over Knowledge Bases Dekun Wu N. Nosirova Hui Jiang Mingbin Xu 57 9 0 29 Mar 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 106 19 0 14 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 128 967 0 01 Mar 2019
FastFusionNet: New State-of-the-Art for DAWNBench SQuAD Felix Wu Boyi Li Lequn Wang Ni Lao John Blitzer Kilian Q. Weinberger FedML 52 5 0 28 Feb 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds I. Labutov Bishan Yang Anusha Prakash A. Azaria 62 14 0 25 Feb 2019
Improving Question Answering with External Knowledge Xiaoman Pan Kai Sun Dian Yu Jianshu Chen Heng Ji Claire Cardie Dong Yu KELM 101 66 0 03 Feb 2019
Review Conversational Reading Comprehension Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 75 18 0 03 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 108 297 0 01 Feb 2019
Learning and Evaluating General Linguistic Intelligence Dani Yogatama Cyprien de Masson dÁutume Jerome T. Connor Tomás Kociský Mike Chrzanowski ... Angeliki Lazaridou Wang Ling Lei Yu Chris Dyer Phil Blunsom ELM AI4CE 174 211 0 31 Jan 2019
Language Model Pre-training for Hierarchical Document Representations Ming-Wei Chang Kristina Toutanova Kenton Lee Jacob Devlin 59 24 0 26 Jan 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 132 1,099 0 13 Jan 2019
HAS-QA: Hierarchical Answer Spans Model for Open-domain Question Answering Liang Pang Yanyan Lan Jiafeng Guo Jun Xu Lixin Su Xueqi Cheng 86 37 0 12 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 85 71 0 08 Jan 2019
Multi-Perspective Fusion Network for Commonsense Reading Comprehension Chunhua Liu Yan Zhao Q. Si Haiou Zhang Bohan Li Dong Yu FaML 50 1 0 08 Jan 2019
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering Victor Zhong Caiming Xiong N. Keskar R. Socher 90 63 0 03 Jan 2019
Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data Hyunwoo Jung Moonsu Han Minki Kang Sung Ju Hwang CLL KELM RALM 53 5 0 11 Dec 2018
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 102 173 0 29 Nov 2018
A Deep Cascade Model for Multi-Document Reading Comprehension Ming Yan Jiangnan Xia Chen Henry Wu Bin Bi Zhongzhou Zhao Ji Zhang Luo Si Rui Wang Wei Wang Haiqing Chen 81 51 0 28 Nov 2018
QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships Oyvind Tafjord Peter Clark Matt Gardner Wen-tau Yih Ashish Sabharwal AIMat 77 80 0 20 Nov 2018
Densely Connected Attention Propagation for Reading Comprehension Yi Tay Anh Tuan Luu S. Hui Jian Su 77 48 0 10 Nov 2018
Effective Subword Segmentation for Text Comprehension Zhuosheng Zhang Antonio Lieto Kangwei Ling Jiangtong Li Z. Li Shexia He Guohong Fu 93 28 0 06 Nov 2018
Improving Span-based Question Answering Systems with Coarsely Labeled Data Youlong Cheng Ming-Wei Chang HyoukJoong Lee Ankur P. Parikh Mingsheng Hong Blake A. Hechtman 36 1 0 05 Nov 2018
Exploiting Explicit Paths for Multi-hop Reading Comprehension Souvik Kundu Tushar Khot Ashish Sabharwal Peter Clark 114 51 0 02 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 172 1,754 0 02 Nov 2018
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 87 116 0 31 Oct 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 85 314 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 2.0K 95,663 0 11 Oct 2018