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 14 days 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 4 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 6 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 ...