268 search results - page 33 / 54 » Improving IBM Word Alignment Model 1 |
142
Voted
CORR
2012
Springer
13 years 11 months ago
2012
Springer
We present sparse topical coding (STC), a non-probabilistic formulation of topic models for discovering latent representations of large collections of data. Unlike probabilistic t...
145
Voted
ACL
1998
15 years 5 months ago
1998
We introduce a stochastic grammatical channel model for machine translation, that synthesizes several desirable characteristics of both statistical and grammatical machine transla...
169
Voted
EMNLP
2009
15 years 1 months ago
2009
We study graphical modeling in the case of stringvalued random variables. Whereas a weighted finite-state transducer can model the probabilistic relationship between two strings, ...
129
Voted
EMNLP
2009
15 years 1 months ago
2009
Current statistical machine translation (SMT) systems are trained on sentencealigned and word-aligned parallel text collected from various sources. Translation model parameters ar...
147
Voted
KDD
2009
ACM
16 years 4 months ago
2009
ACM
Classification is a core task in knowledge discovery and data mining, and there has been substantial research effort in developing sophisticated classification models. In a parall...