501 search results - page 8 / 101 » Improving Language Models by Clustering Training Sentences |
85
Voted
NIPS
2004
14 years 11 months ago
2004
Statistical language models estimate the probability of a word occurring in a given context. The most common language models rely on a discrete enumeration of predictive contexts ...
73
Voted
NAACL
1994
14 years 11 months ago
1994
We attemped to improve recognition accuracy by reducing the inadequacies of the lexicon and language model. Specifically we address the following three problems: (1) the best size...
93
Voted
ACL
2006
14 years 11 months ago
2006
In this paper we present a novel approach for inducing word alignments from sentence aligned data. We use a Conditional Random Field (CRF), a discriminative model, which is estima...
SIGIR
2010
ACM
15 years 2 months ago
2010
ACM
The retrieval of sentences is a core task within Information Retrieval. In this poster we employ a Language Model that incorporates a prior which encodes the importance of sentenc...
102
Voted
CICLING
2008
Springer
15 years 5 days ago
2008
Springer
Abstract. Professional translators of technical documents often use Translation Memory (TM) systems in order to capitalize on the repetitions frequently observed in these documents...