501 search results - page 47 / 101 » Improving Language Models by Clustering Training Sentences |
96
Voted
COLING
1996
15 years 1 months ago
1996
Statistical language models play a major role in current speech recognition systems. Most of these models have focussed on relatively local interactions between words. Recently, h...
ICASSP
2008
IEEE
15 years 7 months ago
2008
IEEE
This paper presents a novel approach to language modeling for voice search based on the idea and method of statistical machine translation. We propose an n-gram based translation ...
102
Voted
EMNLP
2009
14 years 10 months ago
2009
The recent availability of large corpora for training N-gram language models has shown the utility of models of higher order than just trigrams. In this paper, we investigate meth...
ACL
2012
13 years 2 months ago
2012
This paper presents a novel way of improving POS tagging on heterogeneous data. First, two separate models are trained (generalized and domain-specific) from the same data set by...
NAACL
2003
15 years 1 months ago
2003
In this work, we present a new semantic language modeling approach to model news stories in the Topic Detection and Tracking (TDT) task. In the new approach, we build a unigram la...