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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
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs Angela Fan Claire Gardent Chloé Braud Antoine Bordes 85 102 0 18 Oct 2019
Answering Complex Open-domain Questions Through Iterative Query Generation Peng Qi Xiaowen Lin L. Mehr Zijian Wang Christopher D. Manning RALM ReLM LRM 235 119 0 15 Oct 2019
NumNet: Machine Reading Comprehension with Numerical Reasoning Qiu Ran Yankai Lin Peng Li Jie Zhou Zhiyuan Liu ReLM AIMat 84 117 0 15 Oct 2019
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels Yimin Jing Deyi Xiong Yan Zhen 92 31 0 11 Oct 2019
Multilingual Question Answering from Formatted Text applied to Conversational Agents W. Siblini Charlotte Pasqual Axel Lavielle Mohamed Challal Cyril Cauchois 60 19 0 10 Oct 2019
Integrated Triaging for Fast Reading Comprehension Felix Wu Boyi Li Lequn Wang Ni Lao John Blitzer Kilian Q. Weinberger 41 3 0 28 Sep 2019
Question Answering is a Format; When is it Useful? Matt Gardner Jonathan Berant Hannaneh Hajishirzi Alon Talmor Sewon Min 63 52 0 25 Sep 2019
What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering Tushar Khot Ashish Sabharwal Peter Clark RALM 69 22 0 19 Sep 2019
How Additional Knowledge can Improve Natural Language Commonsense Question Answering? Arindam Mitra Pratyay Banerjee Kuntal Kumar Pal Swaroop Mishra Chitta Baral KELM 89 31 0 19 Sep 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 217 138 0 17 Sep 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model Tsung-Yuan Hsu Chi-Liang Liu Hung-yi Lee 85 60 0 15 Sep 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 77 140 0 13 Sep 2019
Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning Yichen Jiang Joey Tianyi Zhou ReLM LRM 59 72 0 12 Sep 2019
Frustratingly Easy Natural Question Answering Lin Pan Rishav Chakravarti Anthony Ferritto Michael R. Glass A. Gliozzo Salim Roukos Radu Florian Avirup Sil 59 14 0 11 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 156 1,256 0 11 Sep 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer 97 163 0 11 Sep 2019
Neural Conversational QA: Learning to Reason v.s. Exploiting Patterns Nikhil Verma Abhishek Sharma Dhiraj Madan Danish Contractor Harshit Kumar Sachindra Joshi 38 2 0 09 Sep 2019
Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases Christopher Clark Mark Yatskar Luke Zettlemoyer OOD 128 469 0 09 Sep 2019
Large Scale Question Answering using Tourism Data Danish Contractor Krunal Shah Aditi Partap Mausam Parag Singla RALM 50 7 0 08 Sep 2019
From 'F' to Á' on the N.Y. Regents Science Exams: An Overview of the Aristo Project Peter Clark Oren Etzioni Daniel Khashabi Tushar Khot Bhavana Dalvi ... Niket Tandon Sumithra Bhakthavatsalam Dirk Groeneveld Michal Guerquin Michael Schmitz ELM 89 99 0 04 Sep 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization Yi-Ting Yeh Yun-Nung Chen 81 35 0 31 Aug 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 83 47 0 28 Aug 2019
Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension Todor Mihaylov Anette Frank 79 29 0 28 Aug 2019
Movie Plot Analysis via Turning Point Identification Pinelopi Papalampidi Frank Keller Mirella Lapata 63 63 0 27 Aug 2019
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning Michael Barz Daniel Sonntag 40 5 0 27 Aug 2019
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks Seunghyun Yoon Franck Dernoncourt Doo Soon Kim Trung H. Bui Kyomin Jung 29 3 0 24 Aug 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering Zhiguo Wang Patrick Ng Xiaofei Ma Ramesh Nallapati Bing Xiang OOD 78 244 0 22 Aug 2019
Learning Representations and Agents for Information Retrieval Rodrigo Nogueira AIFin 36 1 0 16 Aug 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning Pradeep Dasigi Nelson F. Liu Ana Marasović Noah A. Smith Matt Gardner RALM 84 174 0 16 Aug 2019
A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li AIMat LRM 102 91 0 15 Aug 2019
XCMRC: Evaluating Cross-lingual Machine Reading Comprehension Pengyuan Liu Yuning Deng Chenghao Zhu Han Hu ELM 55 9 0 15 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 98 188 0 14 Aug 2019
Reasoning-Driven Question-Answering for Natural Language Understanding Daniel Khashabi LRM 57 11 0 14 Aug 2019
Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian Momchil Hardalov Ivan Koychev Preslav Nakov RALM 79 20 0 05 Aug 2019
Careful Selection of Knowledge to solve Open Book Question Answering Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra Chitta Baral 78 62 0 24 Jul 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 296 1,974 0 24 Jul 2019
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models Boyuan Pan Yazheng Yang Hao Li Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 64 18 0 23 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 157 627 0 22 Jul 2019
Cross-Lingual Transfer Learning for Question Answering Chia-Hsuan Lee Hung-yi Lee 71 23 0 13 Jul 2019
ReQA: An Evaluation for End-to-End Answer Retrieval Models Amin Ahmad Noah Constant Yinfei Yang Daniel Cer RALM 78 54 0 10 Jul 2019
Neural Machine Reading Comprehension: Methods and Trends Kaixuan Li Xiujuan Xian Sheng Zhang Jiafu Wang N. Yu FaML 79 13 0 02 Jul 2019
Machine Reading Comprehension: a Literature Review Xin Zhang An Yang Sujian Li Yizhong Wang 91 33 0 30 Jun 2019
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA Yichen Jiang Joey Tianyi Zhou AAML LRM 81 103 0 17 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 97 100 0 15 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 67 456 0 14 Jun 2019
Learning to Ask Unanswerable Questions for Machine Reading Comprehension Haichao Zhu Li Dong Furu Wei Wenhui Wang Bing Qin Ting Liu RALM 70 31 0 14 Jun 2019
Neural Arabic Question Answering Hussein Mozannar Karl El Hajal Elie Maamary Hazem M. Hajj 84 136 0 12 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 73 39 0 12 Jun 2019
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li RALM 77 59 0 11 Jun 2019
A Survey on Neural Machine Reading Comprehension Boyu Qiu Xu Chen Jungang Xu Yingfei Sun FaML AIMat 71 31 0 10 Jun 2019