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IJCNLP
2005
Springer
14 years 27 days ago
2005
Springer
Recent work on Conditional Random Fields (CRFs) has demonstrated the need for regularisation when applying these models to real-world NLP data sets. Conventional approaches to regu...
EMNLP
2010
13 years 5 months ago
2010
Using multi-layer neural networks to estimate the probabilities of word sequences is a promising research area in statistical language modeling, with applications in speech recogn...
CONSTRAINTS
2008
13 years 7 months ago
2008
Zinc is a new modelling language developed as part of the G12 project. It has four important characteristics. First, Zinc allows speci cation of models using a natural mathematical...
IJCNLP
2005
Springer
14 years 27 days ago
2005
Springer
Abstract. This paper presents an empirical study on four techniques of language model adaptation, including a maximum a posteriori (MAP) method and three discriminative training mo...
MODELS
2009
Springer
14 years 1 months ago
2009
Springer
The proliferation of smart spaces and emergence of new standards, such as Web Services, have paved the way for a new breed of software systems. Often the complete functional and Qo...