501 search results - page 45 / 101 » Improving Language Models by Clustering Training Sentences |
103
Voted
ACL
2009
14 years 10 months ago
2009
Syntactic analysis influences the way in which the source sentence is translated. Previous efforts add syntactic constraints to phrase-based translation by directly rewarding/puni...
86
Voted
SIGIR
2002
ACM
15 years 3 days ago
2002
ACM
In this paper, we explored how to use meta-data information in information retrieval task. We presented a new language model that is able to take advantage of the category informa...
99
Voted
CICLING
2006
Springer
15 years 4 months ago
2006
Springer
Abstract. We propose to use semi-supervised learning methods to classify evaluative expressions, that is, tuples of subjects, their attributes, and evaluative words, that indicate ...
147
click to vote
ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
This paper introduces a new neural network language model (NNLM) based on word clustering to structure the output vocabulary: Structured Output Layer NNLM. This model is able to h...
111
Voted
CLEF
2007
Springer
15 years 6 months ago
2007
Springer
This paper presents the LIG contribution to the CLEF 2007 medical retrieval task (i.e. ImageCLEFmed). The main idea in this paper is to incorporate medical knowledge in the langua...