46 search results - page 5 / 10 » A Discriminative Latent Variable Model for Statistical Machi... |
122
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NAACL
2007
15 years 5 months ago
2007
This paper describes an efficient method to extract large n-best lists from a word graph produced by a statistical machine translation system. The extraction is based on the k sh...
110
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ICML
2006
IEEE
16 years 5 months ago
2006
IEEE
Some models of textual corpora employ text generation methods involving n-gram statistics, while others use latent topic variables inferred using the "bag-of-words" assu...
150
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EMNLP
2010
15 years 2 months ago
2010
Representing documents by vectors that are independent of language enhances machine translation and multilingual text categorization. We use discriminative training to create a pr...
136
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EMNLP
2007
15 years 5 months ago
2007
This paper presents a syntax-driven approach to question answering, specifically the answer-sentence selection problem for short-answer questions. Rather than using syntactic fea...
142
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BMCBI
2004
15 years 4 months ago
2004
Background: Kernel-based learning algorithms are among the most advanced machine learning methods and have been successfully applied to a variety of sequence classification tasks ...