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Training a spoken language understanding system, as the one in Alexa, typically requires a large human-annotated corpus of data.
Paraphrasing questions using given and new information
Kathleen R McKeown · 1983
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Bidirectional recurrent neural networks
Mike Schuster and Kuldip K Paliwal · 1997
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Generation of single-sentence paraphrases from predicate/argument structure using lexico-grammatical resources
Raymond Kozlowski, Kathleen F McCoy, and K Vijay-Shanker · 2003
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Monolingual machine translation for paraphrase generation
Chris Quirk, Chris Brockett, and William B Dolan · 2004
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Europarl: A parallel corpus for statistical machine translation
Philipp Koehn · 2005
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Unt: Subfinder: Combining knowledge sources for automatic lexical substitution
Samer Hassan, Andras Csomai, Carmen Banea, Ravi Sinha, and Rada Mihalcea · 2007
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Application-driven statistical paraphrase generation
Shiqi Zhao, Xiang Lan, Ting Liu, and Sheng Li · 2009
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Paraphrase generation as monolingual translation: Data and evaluation
Sander Wubben, Antal Van Den Bosch, and Emiel Krahmer · 2010
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MultiUN v2: UN documents with multilingual alignments
Yu Chen and Andreas Eisele · 2012
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Ppdb: The paraphrase database
Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch · 2013
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio · 2014
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On the properties of neural machine translation: Encoder-decoder approaches
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D Manning · 2014
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Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V Le · 2014
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Scalable distributed dnn training using commodity gpu cloud computing
Nikko Strom · 2015
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Opensubtitles2016: Extracting large parallel corpora from movie and tv subtitles
Pierre Lison and Jörg Tiedemann · 2016
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Neural paraphrase generation with stacked residual lstm networks
Aaditya Prakash, Sadid A Hasan, Kathy Lee, Vivek Datla, Ashequl Qadir, Joey Liu, and Oladimeji Farri · 2016
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Just ask: Building an architecture for extensible self-service spoken language understanding
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Kyunghyun Cho, Bart Van Merriënboer, Dzmitry Bahdanau, and Yoshua Bengio · 2014
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Anjishnu Kumar, Arpit Gupta, Julian Chan, Sam Tucker, Björn Hoffmeister, and Markus Dreyer · 2017
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