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Directly reading documents and being able to answer questions from them is an unsolved challenge.
The trec-8 question answering track report
Voorhees, E. M. et al · 1999
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Learning to construct knowledge bases from the world wide web
Craven, M., DiPasquo, D., Freitag, D., McCallum, A., Mitchell, T., Nigam, K., and Slattery, S. (2000) · 2000
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Building a question answering test collection
Voorhees, E. M. and Tice, D. M. (2000) · 2000
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Askmsr: Question answering using the worldwide web
Banko, M., Brill, E., Dumais, S., and Lin, J. (2002) · 2002
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Dbpedia: A nucleus for a web of open data
Auer, S., Bizer, C., Kobilarov, G., Lehmann, J., Cyganiak, R., and Ives, Z. (2007) · 2007
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What is the jeopardy model? a quasi-synchronous grammar for qa
Wang, M., Smith, N. A., and Mitamura, T. (2007) · 2007
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Freebase: a collaboratively created graph database for structuring human knowledge
Bollacker, K., Evans, C., Paritosh, P., Sturge, T., and Taylor, J. (2008) · 2008
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Introduction to Information Retrieval
Manning, C. D., Raghavan, P., and Schütze, H. (2008) · 2008
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Toward an architecture for never-ending language learning
Carlson, A., Betteridge, J., Kisiel, B., Settles, B., Hruschka Jr, E. R., and Mitchell, T. M. (2010) · 2010
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Natural language processing (almost) from scratch
Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., and Kuksa, P. (2011) · 2011
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Semantic parsing on freebase from question-answer pairs
Berant, J., Chou, A., Frostig, R., and Liang, P. (2013) · 2013
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Scaling semantic parsers with on-the-fly ontology matching
Kwiatkowski, T., Choi, E., Artzi, Y., and Zettlemoyer, L. (2013) · 2013
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Question answering with subgraph embeddings
Bordes, A., Chopra, S., and Weston, J. (2014) · 2014
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Open question answering over curated and extracted knowledge bases
Fader, A., Zettlemoyer, L., and Etzioni, O. (2014) · 2014
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The stanford corenlp natural language processing toolkit
Manning, C. D., Surdeanu, M., Bauer, J., Finkel, J., Bethard, S. J., and McClosky, D. (2014) · 2014
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Neural machine translation by jointly learning to align and translate
Bahdanau, D., Cho, K., and Bengio, Y. (2015) · 2015
Memory networks
Weston, J., Chopra, S., and Bordes, A. (2015) · 2015
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Wikiqa: A challenge dataset for open-domain question answering
Yang, Y., Yih, W.-t., and Meek, C. (2015) · 2015
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Semantic parsing via staged query graph generation: Question answering with knowledge base
Yih, W.-t., Chang, M.-W., He, X., and Gao, J. (2015) · 2015
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Convolutional neural network for paraphrase identification
Yin, W. and Schütze, H. (2015) · 2015
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Evaluating prerequisite qualities for learning end-to-end dialog systems
Dodge, J., Gane, A., Zhang, X., Bordes, A., Chopra, S., Miller, A., Szlam, A., and Weston, J. (2016) · 2016
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The goldilocks principle: Reading children’s books with explicit memory representations
Hill, F., Bordes, A., Chopra, S., and Weston, J. (2016) · 2016
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Large-scale simple question answering with memory networks
Bordes, A., Usunier, N., Chopra, S., and Weston, J. (2015) · 2015
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Neural variational inference for text processing
Miao, Y., Yu, L., and Blunsom, P. (2015) · 2015
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End-to-end memory networks
Sukhbaatar, S., Szlam, A., Weston, J., and Fergus, R. (2015) · 2015
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Web-based question answering: Revisiting askmsr
Tsai, C., Yih, W.-t., and Burges, C. (2015) · 2015
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Santos, C. d., Tan, M., Xiang, B., and Zhou, B. (2016) · 2016
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Sentence similarity learning by lexical decomposition and composition
Wang, Z., Mi, H., and Ittycheriah, A. (2016) · 2016
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Towards ai-complete question answering: a set of prerequisite toy tasks
Weston, J., Bordes, A., Chopra, S., and Mikolov, T. (2016) · 2016
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