100 search results - page 1 / 20 » Distributed training of large scale exponential language mod... |
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
Shrinkage-based exponential language models, such as the recently introduced Model M, have provided significant gains over a range of tasks [1]. Training such models requires a l...
ACL
2008
13 years 6 months ago
2008
In statistical language modeling, one technique to reduce the problematic effects of data sparsity is to partition the vocabulary into equivalence classes. In this paper we invest...
EMNLP
2009
13 years 2 months ago
2009
We present a new phrase-based conditional exponential family translation model for statistical machine translation. The model operates on a feature representation in which sentenc...
ACL
2011
12 years 8 months ago
2011
This paper presents an attempt at building a large scale distributed composite language model that simultaneously accounts for local word lexical information, mid-range sentence s...
PVM
2005
Springer
13 years 10 months ago
2005
Springer