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CICLING
2003
Springer
14 years 2 months ago
Experiments with Linguistic Categories for Language Model Optimization
In this work1 we obtain robust category-based language models to be integrated into speech recognition systems. Deductive rules are used to select linguistic categories and to matc...
Arantza Casillas, Amparo Varona, Inés Torre...
CICLING
2005
Springer
13 years 11 months ago
Toward Acoustic Models for Languages with Limited Linguistic Resources
This paper discuses preliminary results on acoustic models creation through acoustic models already in existence for another language. In this work we show as case of study, the cr...
Luis Villaseñor Pineda, Viet Bac Le, Manuel...
ACL
2008
13 years 10 months ago
Randomized Language Models via Perfect Hash Functions
We propose a succinct randomized language model which employs a perfect hash function to encode fingerprints of n-grams and their associated probabilities, backoff weights, or oth...
David Talbot, Thorsten Brants
EMNLP
2008
13 years 10 months ago
Refining Generative Language Models using Discriminative Learning
We propose a new approach to language modeling which utilizes discriminative learning methods. Our approach is an iterative one: starting with an initial language model, in each i...
Ben Sandbank
EMNLP
2004
13 years 10 months ago
Adaptive Language and Translation Models for Interactive Machine Translation
We describe experiments carried out with adaptive language and translation models in the context of an interactive computer-assisted translation program. We developed cache-based ...
Laurent Nepveu, Guy Lapalme, Philippe Langlais, Ge...