122 search results - page 18 / 25 » On-line Language Model Biasing for Statistical Machine Trans... |
COLING
2010
13 years 3 months ago
2010
In this paper we look at the problem of cleansing noisy text using a statistical machine translation model. Noisy text is produced in informal communications such as Short Message...
EMNLP
2010
13 years 6 months ago
2010
Extant Statistical Machine Translation (SMT) systems are very complex softwares, which embed multiple layers of heuristics and embark very large numbers of numerical parameters. A...
EMNLP
2009
13 years 5 months ago
2009
Many statistical translation models can be regarded as weighted logical deduction. Under this paradigm, we use weights from the expectation semiring (Eisner, 2002), to compute fir...
EMNLP
2010
13 years 6 months ago
2010
Using multi-layer neural networks to estimate the probabilities of word sequences is a promising research area in statistical language modeling, with applications in speech recogn...
ACL
2003
13 years 9 months ago
2003
Recent text and speech processing applications such as speech mining raise new and more general problems related to the construction of language models. We present and describe in...