Learning computational grammars
Nerbonne, John, BELZ, ANJA, Cancedda, Nicola, Dejean, Herve, Hammerton, James, Koeling, Rob, Konstantopoulos, Stasinos, Osborne, Miles, Thollard, Franck and Tjong Kim Sang, Erik (2001) Learning computational grammars In: Proceedings of CoNLL-2001: the fifth workshop on computational language learning, 6-7 Jul 2001, Toulouse, France.
Official URL: http://www.cnts.ua.ac.be/conll2001/proceedings.htm...
This paper reports on the LEARNING COMPUTATIONAL GRAMMARS (LCG) project, a postdoc network devoted to studying the application of machine learning techniques to grammars suitable for computational use. We were interested in a more systematic survey to understand the relevance of many factors to the success of learning, esp. the availability of annotated data, the kind of dependencies in the data, and the availability of knowledge bases(grammars). We focused on syntax, esp. noun phrase (NP) syntax.
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