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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Mandar Joshi
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Eunsol Choi
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Daniel Weld
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Luke Zettlemoyer
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Paper Details:
Month: July
Year: 2017
Location: Vancouver, Canada
Venue:
ACL |
Citations
URL
Learning to Search in Long Documents Using Document Structure
Mor Geva
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Jonathan Berant
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Subword-augmented Embedding for Cloze Reading Comprehension
Zhuosheng Zhang
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Yafang Huang
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Hai Zhao
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Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension
Minjoon Seo
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Tom Kwiatkowski
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Ankur Parikh
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Ali Farhadi
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Hannaneh Hajishirzi
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Cut to the Chase: A Context Zoom-in Network for Reading Comprehension
Sathish Reddy Indurthi
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Seunghak Yu
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Seohyun Back
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Heriberto Cuayáhuitl
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A dataset and baselines for sequential open-domain question answering
Ahmed Elgohary
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Chen Zhao
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Jordan Boyd-Graber
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RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes
Semih Yagcioglu
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Aykut Erdem
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Erkut Erdem
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Nazli Ikizler-Cinbis
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Structured Alignment Networks for Matching Sentences
Yang Liu
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Matt Gardner
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Mirella Lapata
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Interpretation of Natural Language Rules in Conversational Machine Reading
Marzieh Saeidi
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Max Bartolo
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Patrick Lewis
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Sameer Singh
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Tim Rocktäschel
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Mike Sheldon
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Guillaume Bouchard
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Sebastian Riedel
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MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller
Seohyun Back
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Seunghak Yu
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Sathish Reddy Indurthi
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Jihie Kim
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Jaegul Choo
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QuAC: Question Answering in Context
Eunsol Choi
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He He
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Mohit Iyyer
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Mark Yatskar
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Wen-tau Yih
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Yejin Choi
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Percy Liang
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Luke Zettlemoyer
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HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Zhilin Yang
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Peng Qi
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Saizheng Zhang
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Yoshua Bengio
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William Cohen
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Ruslan Salakhutdinov
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Christopher D. Manning
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Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Todor Mihaylov
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Peter Clark
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Tushar Khot
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Ashish Sabharwal
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Towards a Better Metric for Evaluating Question Generation Systems
Preksha Nema
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Mitesh M. Khapra
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What Makes Reading Comprehension Questions Easier?
Saku Sugawara
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Kentaro Inui
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Satoshi Sekine
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Akiko Aizawa
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How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks
Divyansh Kaushik
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Zachary C. Lipton
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MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge
Simon Ostermann
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Ashutosh Modi
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Michael Roth
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Stefan Thater
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Manfred Pinkal
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Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences
Daniel Khashabi
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Snigdha Chaturvedi
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Michael Roth
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Shyam Upadhyay
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Dan Roth
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The Web as a Knowledge-Base for Answering Complex Questions
Alon Talmor
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Jonathan Berant
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CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension
Simon Šuster
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Walter Daelemans
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Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension
Bhavana Dalvi
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Lifu Huang
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Niket Tandon
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Wen-tau Yih
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Peter Clark
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Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog
Kaixin Ma
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Tomasz Jurczyk
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Jinho D. Choi
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Contextualized Word Representations for Reading Comprehension
Shimi Salant
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Jonathan Berant
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Simple and Effective Semi-Supervised Question Answering
Bhuwan Dhingra
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Danish Danish
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Dheeraj Rajagopal
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Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge
Todor Mihaylov
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Anette Frank
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Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds
Igor Labutov
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Bishan Yang
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Anusha Prakash
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Amos Azaria
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Efficient and Robust Question Answering from Minimal Context over Documents
Sewon Min
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Victor Zhong
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Richard Socher
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Caiming Xiong
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Denoising Distantly Supervised Open-Domain Question Answering
Yankai Lin
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Haozhe Ji
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Zhiyuan Liu
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Maosong Sun
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Harvesting Paragraph-level Question-Answer Pairs from Wikipedia
Xinya Du
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Claire Cardie
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Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification
Yizhong Wang
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Kai Liu
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Jing Liu
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Wei He
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Yajuan Lyu
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Hua Wu
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Sujian Li
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Haifeng Wang
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Know What You Don’t Know: Unanswerable Questions for SQuAD
Pranav Rajpurkar
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Robin Jia
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Percy Liang
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Trick Me If You Can: Adversarial Writing of Trivia Challenge Questions
Eric Wallace
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Jordan Boyd-Graber
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Constructing Datasets for Multi-hop Reading Comprehension Across Documents
Johannes Welbl
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Pontus Stenetorp
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Sebastian Riedel
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SemEval-2018 Task 11: Machine Comprehension Using Commonsense Knowledge
Simon Ostermann
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Michael Roth
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Ashutosh Modi
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Stefan Thater
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Manfred Pinkal
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A Multi-Stage Memory Augmented Neural Network for Machine Reading Comprehension
Seunghak Yu
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Sathish Reddy Indurthi
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Seohyun Back
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Haejun Lee
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DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
Wei He
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Kai Liu
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Jing Liu
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Yajuan Lyu
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Shiqi Zhao
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Xinyan Xiao
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Yuan Liu
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Yizhong Wang
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Hua Wu
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Qiaoqiao She
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Xuan Liu
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Tian Wu
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Haifeng Wang
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Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base
Vishal Gupta
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Manoj Chinnakotla
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Manish Shrivastava
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https://doi.org/10.18653/v1/P17-1147
https://doi.org/10.18653/v1/P17-1147
http://nlp.cs
http://nlp.cs.washington
http://aclweb.org/anthology/D/D13/D13-1160.pdf
https://arxiv.org/abs/1506.02075
http://www.aclweb.org/anthology/D12-1118
http://www.aclweb.org/anthology/P13-1042
http://www.aclweb.org/anthology/P16-1223
https://arxiv.org/abs/1704.05179
https://doi.org/10.1145/2623330.2623677
https://doi.org/10.1145/1871437.1871689
http://proceedings.mlr.press/v48/he16.html
http://arxiv.org/abs/1506.03340
https://arxiv.org/abs/1511.02301
http://www.aclweb.org/anthology/P11-1055
http://www.aclweb.org/anthology/D14-1070
http://www.aclweb.org/anthology/D14-1117
https://arxiv.org/abs/1704.04683
https://arxiv.org/abs/1607.06275
https://arxiv.org/pdf/1611.09268.pdf
https://aclweb.org/anthology/D16-
http://www.aclweb.org/anthology/P16-1144
http://aclweb.org/anthology/P/P15/P15-1142.pdf
https://aclweb.org/anthology/D16-1264
http://www.aclweb.org/anthology/D13-1020
http://dl.acm.org/citation.cfm?id=1889788.1889799
https://doi.org/10.1145/2488388.2488484
https://arxiv.org/abs/1611.01603
https://arxiv.org/abs/1611.09830
https://doi.org/10.1145/345508.345577
http://www.aclweb.org/anthology/P15-2115
https://doi.org/10.1007/s10791-009-9112-1
https://arxiv.org/abs/1502.03044
http://aclweb.org/anthology/D15-1237
http://www.aclweb.org/anthology/N16-1174
Field Of Study
Task
Named Entity Recognition
Information Retrieval
Relation Extraction
Question Answering
Paraphrasing
Language
French
Dataset
News
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