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Tables extracted from web documents can be used to directly answer many web search queries.
Natural language interfaces to databases - an introduction
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An analysis of the askmsr question-answering system
E. Brill, S. Dumais, and M. Banko · 2002
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A machine learning based approach for table detection on the web
Y. Wang and J. Hu · 2002
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Open-Domain Question Answering from Large Text Collections
M. Pasca · 2003
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Towards a theory of natural language interfaces to databases
A.-M. Popescu, O. Etzioni, and H. Kautz · 2003
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Modern natural language interfaces to databases: Composing statistical parsing with semantic tractability
A. maria Popescu, A. Armanasu, O. Etzioni, D. Ko, and A. Yates · 2004
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Speech and Language Processing (Question Answering Chapter)
D. Jurafsky and J. Martin · 2006
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An exploration of the principles underlying redundancy-based factoid question answering
J. Lin · 2007
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Webtables: exploring the power of tables on the web
M. J. Cafarella, A. Y. Halevy, D. Z. Wang, E. Wu, and Y. Zhang · 2008
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Uncovering the relational web
M. J. Cafarella, A. Y. Halevy, Y. Zhang, D. Z. Wang, and E. Wu · 2008
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Data integration for the relational web
M. J. Cafarella, A. Y. Halevy, and N. Khoussainova · 2009
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Clickthrough-based translation models for web search: from word models to phrase models
J. Gao, X. He, and J.-Y. Nie · 2010
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Clickthrough-based latent semantic models for web search
J. Gao, K. Toutanova, and S. W.-t. Yih · 2011
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Recovering semantics of tables on the web
P. Venetis, A. Y. Halevy, J. Madhavan, M. Pasca, W. Shen, F. Wu, G. Miao, and C. Wu · 2011
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Facto: a fact lookup engine based on web tables
X. Yin, W. Tan, and C. Liu · 2011
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Answering table queries on the web using column keywords
R. Pimplikar and S. Sarawagi · 2012
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Semantic parsing on freebase from question-answer pairs, 2013
J. Berant, A. Chou, R. Frostig, and P. Liang · 2013
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Learning deep structured semantic models for web search using clickthrough data
P.-S. Huang, X. He, J. Gao, L. Deng, A. Acero, and L. Heck · 2013
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Infogather+: Semantic matching and annotation of numeric and time-varying attributes in web tables
M. Zhang and K. Chakrabarti · 2013
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Open question answering over curated and extracted knowledge bases
A. Fader, L. Zettlemoyer, and O. Etzioni · 2014
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Constructing an interactive natural language interface for relational databases
F. Li and H. V. Jagadish · 2014
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Finding related tables
A. D. Sarma, L. Fang, N. Gupta, A. Y. Halevy, H. Lee, F. Wu, R. Xin, and C. Yu · 2012
Cited alongside, same era.
Template-based question answering over rdf data
C. Unger, L. Bühmann, J. Lehmann, A.-C. Ngonga Ngomo, D. Gerber, and P. Cimiano · 2012
Cited alongside, same era.
Natural language questions for the web of data
M. Yahya, K. Berberich, S. Elbassuoni, M. Ramanath, V. Tresp, and G. Weikum · 2012
Cited alongside, same era.
Infogather: entity augmentation and attribute discovery by holistic matching with web tables
M. Yakout, K. Ganjam, K. Chakrabarti, and S. Chaudhuri · 2012
Cited alongside, same era.
Y. Shen, X. He, J. Gao, L. Deng, and G. Mesnil · 2014
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Compositional semantic parsing on semi-structured tables
P. Pasupat and P. Liang · 2015
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Lstm-based deep learning models for non-factoid answer selection
M. Tan, B. Xiang, and B. Zhou · 2015
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Semantic parsing via staged query graph generation: Question answering with knowledge base
S. W.-t. Yih, M.-W. Chang, X. He, and J. Gao · 2015
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Table cell search for question answering
H. Sun, H. Ma, X. He, S. W.-t. Yih, Y. Su, and X. Yan · 2016
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