50 search results - page 1 / 10 » Improving a statistical language model by modulating the eff... |
ESANN
2008
13 years 7 months ago
2008
We show how to improve a state-of-the-art neural network language model that converts the previous "context" words into feature vectors and combines these feature vectors...
COLING
2010
13 years 1 months ago
2010
We show that unsupervised part of speech tagging performance can be significantly improved using likely substitutes for target words given by a statistical language model. We choo...
IBERAMIA
2010
Springer
13 years 5 months ago
2010
Springer
Abstract. In Natural Language Generation (NLG) systems, a generalpurpose surface realisation module will usually require the underlying application to provide highly detailed input...
ACL
2012
11 years 8 months ago
2012
In this paper we show how to train statistical machine translation systems on reallife tasks using only non-parallel monolingual data from two languages. We present a modificatio...
NIPS
2004
13 years 7 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 ...