All Papers

0 / 0 papers shown

Title

v1v2 (latest)

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 / 2,203 papers shown

Title
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 374 1,315 0 21 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Anuj Kumar Yejin Choi Abigail Z. Jacobs Luke Zettlemoyer 314 878 0 21 Aug 2018
Read + Verify: Machine Reading Comprehension with Unanswerable Questions Minghao Hu Furu Wei Yuxing Peng Zhen Huang Nan Yang Ming Zhou RALM FaML 231 160 0 17 Aug 2018
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik Zachary Chase Lipton ELM 240 237 0 14 Aug 2018
Effective Character-augmented Word Embedding for Machine Reading Comprehension Zhuosheng Zhang Yafang Huang Peng Fei Zhu Hai Zhao RALM 141 17 0 07 Aug 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 179 32 0 24 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 394 661 0 20 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 105 13 0 20 Jun 2018
Comparative Analysis of Neural QA models on SQuAD Soumya Wadhwa Khyathi Chandu Eric Nyberg ELM 112 13 0 18 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Abigail Z. Jacobs RALM ELM 789 3,118 0 11 Jun 2018
Learning to Search in Long Documents Using Document Structure Mor Geva Jonathan Berant RALM 152 17 0 09 Jun 2018
DRCD: a Chinese Machine Reading Comprehension Dataset C. Shao Trois Liu Yuting Lai Yiying Tseng Sam S. Tsai 199 136 0 04 Jun 2018
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset Michael Boratko Harshit Padigela Divyendra Mikkilineni Pritish Yuvraj Rajarshi Das ... Pavan Kapanipathi Nicholas Mattei Ryan Musa Kartik Talamadupula Michael Witbrock 242 77 0 01 Jun 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 232 236 0 24 May 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 207 168 0 21 May 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 170 182 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 Anuj Kumar Peter Clark AI4TS 221 139 0 17 May 2018
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia Xinya Du Claire Cardie KELM 248 173 0 15 May 2018
Towards Inference-Oriented Reading Comprehension: ParallelQA Soumya Wadhwa Varsha Embar Matthias Grabmair Eric Nyberg 122 9 0 10 May 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua Wu Sujian Li Haifeng Wang 157 121 0 06 May 2018
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 170 20 0 27 Apr 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading ComprehensionInternational Conference on Learning Representations (ICLR), 2018 Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 241 1,123 0 23 Apr 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2018 Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 239 202 0 21 Apr 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Minjoon Seo Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 259 58 0 20 Apr 2018
What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text Peter Clark Bhavana Dalvi Niket Tandon 160 27 0 15 Apr 2018
Simple and Effective Semi-Supervised Question Answering Bhuwan Dhingra Danish Pruthi Dheeraj Rajagopal 130 67 0 02 Apr 2018
CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension Simon Suster Walter Daelemans 156 96 0 26 Mar 2018
Multi-range Reasoning for Machine Comprehension Yi Tay Anh Tuan Luu S. Hui 144 35 0 24 Mar 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 374 693 0 18 Mar 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 956 3,691 0 14 Mar 2018
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script KnowledgeInternational Conference on Language Resources and Evaluation (LREC), 2018 Simon Ostermann Ashutosh Modi Michael Roth Stefan Thater Manfred Pinkal 121 106 0 14 Mar 2018
A Question-Focused Multi-Factor Attention Network for Question Answering Souvik Kundu Hwee Tou Ng 117 39 0 25 Jan 2018
Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism Danish Contractor Barun Patra Mausam Parag Singla 158 1 0 05 Jan 2018
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 183 42 0 10 Dec 2017
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell RALM 176 164 0 14 Nov 2017
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications Wei He Kai Liu Jing Liu Yajuan Lyu Shiqi Zhao ... Hua Wu Qiaoqiao She Xuan Liu Tian Wu Haifeng Wang RALM 251 300 0 14 Nov 2017
Dynamic Fusion Networks for Machine Reading Comprehension Yichong Xu Jingjing Liu Jianfeng Gao Yelong Shen Xiaodong Liu AIMat AI4CE 180 29 0 14 Nov 2017
Fast Reading Comprehension with ConvNets Felix Wu Ni Lao John Blitzer Guandao Yang Kilian Q. Weinberger AIMat 84 16 0 12 Nov 2017
Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie Guokun Lai Zihang Dai Eduard H. Hovy ELM 192 82 0 09 Nov 2017
Neural Speed Reading via Skim-RNN Minjoon Seo Sewon Min Ali Farhadi Hannaneh Hajishirzi 247 81 0 06 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 188 34 0 02 Nov 2017
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation Boyuan Pan Hao Li Zhou Zhao Deng Cai Xiaofei He OOD 209 2 0 01 Nov 2017
Simple and Effective Multi-Paragraph Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2017 Christopher Clark Matt Gardner RALM 330 479 0 29 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 342 544 0 17 Oct 2017
Smarnet: Teaching Machines to Read and Comprehend Like Human Zheqian Chen Rongqin Yang Bin Cao Zhou Zhao Deng Cai Xiaofei He 159 23 0 08 Oct 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 248 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 202 84 0 28 Jul 2017
Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Alon Talmor Mor Geva Jonathan Berant 124 20 0 14 Jul 2017
Quasar: Datasets for Question Answering by Search and Reading Bhuwan Dhingra Kathryn Mazaitis William W. Cohen RALM 244 189 0 12 Jul 2017
Neural Models for Key Phrase Detection and Question Generation Sandeep Subramanian Tong Wang Xingdi Yuan Saizheng Zhang Yoshua Bengio Adam Trischler 224 63 0 14 Jun 2017

v1v2 (latest)

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 / 2,203 papers shown

Title
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 374 1,315 0 21 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Anuj Kumar Yejin Choi Abigail Z. Jacobs Luke Zettlemoyer 314 878 0 21 Aug 2018
Read + Verify: Machine Reading Comprehension with Unanswerable Questions Minghao Hu Furu Wei Yuxing Peng Zhen Huang Nan Yang Ming Zhou RALM FaML 231 160 0 17 Aug 2018
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik Zachary Chase Lipton ELM 240 237 0 14 Aug 2018
Effective Character-augmented Word Embedding for Machine Reading Comprehension Zhuosheng Zhang Yafang Huang Peng Fei Zhu Hai Zhao RALM 141 17 0 07 Aug 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 179 32 0 24 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 394 661 0 20 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 105 13 0 20 Jun 2018
Comparative Analysis of Neural QA models on SQuAD Soumya Wadhwa Khyathi Chandu Eric Nyberg ELM 112 13 0 18 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Abigail Z. Jacobs RALM ELM 789 3,118 0 11 Jun 2018
Learning to Search in Long Documents Using Document Structure Mor Geva Jonathan Berant RALM 152 17 0 09 Jun 2018
DRCD: a Chinese Machine Reading Comprehension Dataset C. Shao Trois Liu Yuting Lai Yiying Tseng Sam S. Tsai 199 136 0 04 Jun 2018
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset Michael Boratko Harshit Padigela Divyendra Mikkilineni Pritish Yuvraj Rajarshi Das ... Pavan Kapanipathi Nicholas Mattei Ryan Musa Kartik Talamadupula Michael Witbrock 242 77 0 01 Jun 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 232 236 0 24 May 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 207 168 0 21 May 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 170 182 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 Anuj Kumar Peter Clark AI4TS 221 139 0 17 May 2018
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia Xinya Du Claire Cardie KELM 248 173 0 15 May 2018
Towards Inference-Oriented Reading Comprehension: ParallelQA Soumya Wadhwa Varsha Embar Matthias Grabmair Eric Nyberg 122 9 0 10 May 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua Wu Sujian Li Haifeng Wang 157 121 0 06 May 2018
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 170 20 0 27 Apr 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading ComprehensionInternational Conference on Learning Representations (ICLR), 2018 Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 241 1,123 0 23 Apr 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2018 Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 239 202 0 21 Apr 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Minjoon Seo Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 259 58 0 20 Apr 2018
What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text Peter Clark Bhavana Dalvi Niket Tandon 160 27 0 15 Apr 2018
Simple and Effective Semi-Supervised Question Answering Bhuwan Dhingra Danish Pruthi Dheeraj Rajagopal 130 67 0 02 Apr 2018
CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension Simon Suster Walter Daelemans 156 96 0 26 Mar 2018
Multi-range Reasoning for Machine Comprehension Yi Tay Anh Tuan Luu S. Hui 144 35 0 24 Mar 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 374 693 0 18 Mar 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 956 3,691 0 14 Mar 2018
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script KnowledgeInternational Conference on Language Resources and Evaluation (LREC), 2018 Simon Ostermann Ashutosh Modi Michael Roth Stefan Thater Manfred Pinkal 121 106 0 14 Mar 2018
A Question-Focused Multi-Factor Attention Network for Question Answering Souvik Kundu Hwee Tou Ng 117 39 0 25 Jan 2018
Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism Danish Contractor Barun Patra Mausam Parag Singla 158 1 0 05 Jan 2018
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 183 42 0 10 Dec 2017
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell RALM 176 164 0 14 Nov 2017
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications Wei He Kai Liu Jing Liu Yajuan Lyu Shiqi Zhao ... Hua Wu Qiaoqiao She Xuan Liu Tian Wu Haifeng Wang RALM 251 300 0 14 Nov 2017
Dynamic Fusion Networks for Machine Reading Comprehension Yichong Xu Jingjing Liu Jianfeng Gao Yelong Shen Xiaodong Liu AIMat AI4CE 180 29 0 14 Nov 2017
Fast Reading Comprehension with ConvNets Felix Wu Ni Lao John Blitzer Guandao Yang Kilian Q. Weinberger AIMat 84 16 0 12 Nov 2017
Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie Guokun Lai Zihang Dai Eduard H. Hovy ELM 192 82 0 09 Nov 2017
Neural Speed Reading via Skim-RNN Minjoon Seo Sewon Min Ali Farhadi Hannaneh Hajishirzi 247 81 0 06 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 188 34 0 02 Nov 2017
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation Boyuan Pan Hao Li Zhou Zhao Deng Cai Xiaofei He OOD 209 2 0 01 Nov 2017
Simple and Effective Multi-Paragraph Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2017 Christopher Clark Matt Gardner RALM 330 479 0 29 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 342 544 0 17 Oct 2017
Smarnet: Teaching Machines to Read and Comprehend Like Human Zheqian Chen Rongqin Yang Bin Cao Zhou Zhao Deng Cai Xiaofei He 159 23 0 08 Oct 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 248 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 202 84 0 28 Jul 2017
Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Alon Talmor Mor Geva Jonathan Berant 124 20 0 14 Jul 2017
Quasar: Datasets for Question Answering by Search and Reading Bhuwan Dhingra Kathryn Mazaitis William W. Cohen RALM 244 189 0 12 Jul 2017
Neural Models for Key Phrase Detection and Question Generation Sandeep Subramanian Tong Wang Xingdi Yuan Saizheng Zhang Yoshua Bengio Adam Trischler 224 63 0 14 Jun 2017