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"

42 / 642 papers shown

Title
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 33 346 0 14 May 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering Yu Cao Meng Fang Dacheng Tao GNN BDL 19 77 0 10 Apr 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 27 19 0 14 Mar 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds I. Labutov Bishan Yang Anusha Prakash A. Azaria 35 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 19 66 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 18 293 0 01 Feb 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 15 1,065 0 13 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 22 70 0 08 Jan 2019
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 33 173 0 29 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 14 79 0 20 Nov 2018
Exploiting Explicit Paths for Multi-hop Reading Comprehension Souvik Kundu Tushar Khot Ashish Sabharwal Peter Clark 33 51 0 02 Nov 2018
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 24 116 0 31 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 88 93,140 0 11 Oct 2018
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC Mark Yatskar 17 95 0 27 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 49 670 0 21 Sep 2018
Automatic Judgment Prediction via Legal Reading Comprehension Shangbang Long Cunchao Tu Zhiyuan Liu Maosong Sun AILaw ELM 27 90 0 18 Sep 2018
emrQA: A Large Corpus for Question Answering on Electronic Medical Records Anusri Pampari Preethi Raghavan Jennifer J. Liang Jian-wei Peng 27 201 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 27 160 0 28 Aug 2018
Attention-Guided Answer Distillation for Machine Reading Comprehension Minghao Hu Yuxing Peng Furu Wei Zhen Huang Dongsheng Li Nan Yang M. Zhou FaML 26 75 0 23 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 68 818 0 21 Aug 2018
Effective Character-augmented Word Embedding for Machine Reading Comprehension ZhuoSheng Zhang Yafang Huang Peng Fei Zhu Hai Zhao RALM 18 17 0 07 Aug 2018
Subword-augmented Embedding for Cloze Reading Comprehension ZhuoSheng Zhang Yafang Huang Zhao Hai RALM 27 32 0 24 Jun 2018
Jack the Reader - A Machine Reading Framework Dirk Weissenborn Pasquale Minervini Tim Dettmers Isabelle Augenstein Johannes Welbl ... Matko Bosnjak Jeff Mitchell Thomas Demeester Pontus Stenetorp Sebastian Riedel 25 13 0 20 Jun 2018
Learning to Search in Long Documents Using Document Structure Mor Geva Jonathan Berant RALM 32 15 0 09 Jun 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 22 179 0 21 May 2018
Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension Bhavana Dalvi Lifu Huang Niket Tandon Wen-tau Yih Peter Clark AI4TS 24 134 0 17 May 2018
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia Xinya Du Claire Cardie KELM 30 160 0 15 May 2018
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 28 19 0 27 Apr 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 35 1,092 0 23 Apr 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 34 194 0 21 Apr 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 27 561 0 18 Mar 2018
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge Simon Ostermann Ashutosh Modi Michael Roth Stefan Thater Manfred Pinkal 21 105 0 14 Mar 2018
Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism Danish Contractor Barun Patra Mausam Parag Singla 30 1 0 05 Jan 2018
Dynamic Fusion Networks for Machine Reading Comprehension Yichong Xu Jingjing Liu Jianfeng Gao Yelong Shen Xiaodong Liu AIMat AI4CE 47 29 0 14 Nov 2017
Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie Guokun Lai Zihang Dai Eduard H. Hovy ELM 30 73 0 09 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 29 32 0 02 Nov 2017
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation Boyuan Pan Hao Li Zhou Zhao Deng Cai Xiaofei He OOD 24 2 0 01 Nov 2017
R $^3$ : Reinforced Reader-Ranker for Open-Domain Question Answering Shuohang Wang Mo Yu Xiaoxiao Guo Zhiguo Wang Tim Klinger Wei Zhang Shiyu Chang Gerald Tesauro Bowen Zhou Jing Jiang RALM 23 64 0 31 Aug 2017
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension Boyuan Pan Hao Li Zhou Zhao Bin Cao Deng Cai Xiaofei He 38 84 0 28 Jul 2017
Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Alon Talmor Mor Geva Jonathan Berant 29 19 0 14 Jul 2017
Reinforced Mnemonic Reader for Machine Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Xipeng Qiu Furu Wei Ming Zhou RALM AIMat 19 69 0 08 May 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 99 1,315 0 15 Apr 2017