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Existing question answering methods infer answers either from a knowledge base or from raw text.
Baseball: an automatic question-answerer
Bert F Green Jr, Alice K Wolf, Carol Chomsky, and Kenneth Laughery. 1961 · 1961
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MURAX: A robust linguistic approach for question answering using an on-line encyclopedia
Julian Kupiec. 1993 · 1993
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Learning to parse database queries using inductive logic programming
John M Zelle and Raymond J Mooney. 1996 · 1996
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Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
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The trec-8 question answering track report
Ellen M Voorhees et al. 1999 · 1999
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Framewise phoneme classification with bidirectional lstm and other neural network architectures
Alex Graves and Jürgen Schmidhuber. 2005 · 2005
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Luke S. Zettlemoyer and Michael Collins. 2005 · 2005
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Open Information Extraction from the Web
Michele Banko, Michael J Cafarella, Stephen Soderland, Matthew Broadhead, and Oren Etzioni. 2007 · 2007
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Learning to extract relations from the web using minimal supervision
Razvan C. Bunescu and Raymond J. Mooney. 2007 · 2007
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Freebase: A collaboratively created graph database for structuring human knowledge
Kurt Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, and Jamie Taylor. 2008 · 2008
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Distant supervision for relation extraction without labeled data
Mike Mintz, Steven Bills, Rion Snow, and Dan Jurafsky. 2009 · 2009
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Toward an Architecture for Never-ending Language Learning
Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Jr. Estevam R. Hruschka, and Tom M. Mitchell. 2010 · 2010
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Building Watson: An overview of the DeepQA project
David Ferrucci, Eric Brown, Jennifer Chu-Carroll, James Fan, David Gondek, Aditya A Kalyanpur, Adam Lally, J William Murdock, Eric Nyberg, John Prager, and others. 2010 · 2010
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Understanding the difficulty of training deep feedforward neural networks
Xavier Glorot and Yoshua Bengio. 2010 · 2010
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Modeling relations and their mentions without labeled text
Sebastian Riedel, Limin Yao, and Andrew McCallum. 2010 · 2010
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Collective cross-document relation extraction without labelled data
Limin Yao, Sebastian Riedel, and Andrew McCallum. 2010 · 2010
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Weakly Supervised Training of Semantic Parsers
Jayant Krishnamurthy and Tom Mitchell. 2012 · 2012
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Semantic Parsing on Freebase from Question-Answer Pairs
Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013 · 2013
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Facc1: Freebase annotation of clueweb corpora
Evgeniy Gabrilovich, Michael Ringgaard, and Amarnag Subramanya. 2013 · 2013
Cited alongside, same era.
Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013
Cited alongside, same era.
Relation extraction with matrix factorization and universal schemas
Sebastian Riedel, Limin Yao, Andrew McCallum, and Benjamin M. Marlin. 2013 · 2013
Cited alongside, same era.
Knowledge Vault: A Web-scale Approach to Probabilistic Knowledge Fusion
Xin Dong, Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Ni Lao, Kevin Murphy, Thomas Strohmann, Shaohua Sun, and Wei Zhang. 2014 · 2014
Cited alongside, same era.
Open question answering over curated and extracted knowledge bases
Anthony Fader, Luke Zettlemoyer, and Oren Etzioni. 2014 · 2014
Cited alongside, same era.
Distant supervision for relation extraction via piecewise convolutional neural networks
Daojian Zeng, Kang Liu, Yubo Chen, and Jun Zhao. 2015 · 2015
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Learning to Compose Neural Networks for Question Answering
Jacob Andreas, Marcus Rohrbach, Trevor Darrell, and Dan Klein. 2016 · 2016
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Evaluating Induced CCG Parsers on Grounded Semantic Parsing
Yonatan Bisk, Siva Reddy, John Blitzer, Julia Hockenmaier, and Mark Steedman. 2016 · 2016
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Hierarchical question answering for long documents
Eunsol Choi, Daniel Hewlett, Alexandre Lacoste, Illia Polosukhin, Jakob Uszkoreit, and Jonathan Berant. 2016 · 2016
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The goldilocks principle: Reading children’s books with explicit memory representations
Felix Hill, Antoine Bordes, Sumit Chopra, and Jason Weston. 2016 · 2016
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Mandar Joshi, Uma Sawant, and Soumen Chakrabarti. 2014 · 2014
Cited alongside, same era.
Large-scale semantic parsing without question-answer pairs
Siva Reddy, Mirella Lapata, and Mark Steedman. 2014 · 2014
Cited alongside, same era.
Proposition Knowledge Graphs
Gabriel Stanovsky, Omer Levy, and Ido Dagan. 2014 · 2014
Cited alongside, same era.
Information Extraction over Structured Data: Question Answering with Freebase
Xuchen Yao and Benjamin Van Durme. 2014 · 2014
Cited alongside, same era.
Large-scale simple question answering with memory networks
Antoine Bordes, Nicolas Usunier, Sumit Chopra, and Jason Weston. 2015 · 2015
Cited alongside, same era.
Scalable Semantic Parsing with Partial Ontologies
Eunsol Choi, Tom Kwiatkowski, and Luke Zettlemoyer. 2015 · 2015
Cited alongside, same era.
Traversing knowledge graphs in vector space
K. Guu, J. Miller, and P. Liang. 2015 · 2015
Cited alongside, same era.
Kenton Lee, Tom Kwiatkowski, Ankur Parikh, and Dipanjan Das. 2016 · 2016
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Key-value memory networks for directly reading documents
Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, and Jason Weston. 2016 · 2016
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MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, and Li Deng. 2016 · 2016
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SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
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When a knowledge base is not enough: Question answering over knowledge bases with external text data
Denis Savenkov and Eugene Agichtein. 2016 · 2016
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Query-reduction networks for question answering
Minjoon Seo, Sewon Min, Ali Farhadi, and Hannaneh Hajishirzi. 2016 · 2016
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NewsQA: A Machine Comprehension Dataset
Adam Trischler, Tong Wang, Xingdi Yuan, Justin Harris, Alessandro Sordoni, Philip Bachman, and Kaheer Suleman. 2016 · 2016
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Multilingual relation extraction using compositional universal schema
Patrick Verga, David Belanger, Emma Strubell, Benjamin Roth, and Andrew McCallum. 2016 · 2016
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Machine comprehension using match-lstm and answer pointer
Shuohang Wang and Jing Jiang. 2016 · 2016
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Dynamic Coattention Networks For Question Answering
Caiming Xiong, Victor Zhong, and Richard Socher. 2016 · 2016
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Relationship queries on extended knowledge graphs
Mohamed Yahya, Denilson Barbosa, Klaus Berberich, Qiuyue Wang, and Gerhard Weikum. 2016 · 2016
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Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge
Matt Gardner and Jayant Krishnamurthy. 2017 · 2017
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