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EMNLP
2006
15 years 7 months ago
Domain Adaptation with Structural Correspondence Learning
Discriminative learning methods are widely used in natural language processing. These methods work best when their training and test data are drawn from the same distribution. For...
John Blitzer, Ryan T. McDonald, Fernando Pereira
FLAIRS
2006
15 years 7 months ago
Annotation of the Complex Terms in Multilingual Corpora
For a long time categorial grammars were regarded as "toys grammars". Indeed, in spite of a very solid theoretical base, categorial grammars remain rather marginal as so...
Ismaïl Biskri, Boubaker Meddeb-Hamrouni, Nico...
FLAIRS
2006
15 years 7 months ago
Dialog Act Classification Using N-Gram Algorithms
Speech act classification remains one of the challenges in natural language processing. This paper evaluates a classification system that assigns one of twelve dialog acts to an u...
Max M. Louwerse, Scott A. Crossley
ACL
2001
15 years 7 months ago
Text Chunking using Regularized Winnow
Many machine learning methods have recently been applied to natural language processing tasks. Among them, the Winnow algorithm has been argued to be particularly suitable for NLP...
Tong Zhang, Fred Damerau, David Johnson
CATA
2003
15 years 7 months ago
Ontology-based Text Summarization for Business News Articles
† In this paper, we compare two methods for article summarization. The first method is mainly based on term-frequency, while the second method is based on ontology. We build an o...
Chia-Wei Wu, Chao-Lin Liu