46 search results - page 5 / 10 » A Discriminative Latent Variable Model for Statistical Machi... |
NAACL
2007
15 years 1 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...
ICML
2006
IEEE
16 years 17 days 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...
108
click to vote
EMNLP
2010
14 years 9 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...
89
Voted
EMNLP
2007
15 years 1 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...
102
click to vote
BMCBI
2004
14 years 11 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 ...