Title | Constrained Lexical Attraction Models |
Publication Type | Conference Paper |
Year of Publication | 2006 |
Authors | Ion R, Mititelu V B |
Conference Name | 19th International FLAIRS Conference |
Publisher | American Association for Artificial Intelligence |
Conference Location | Melbourne Beach, Florida |
Abstract | Lexical Attraction Models (LAMs) were first introduced by Deniz Yuret in (Yuret 1998) to exemplify how an algorithm can learn word dependencies from raw text. His general thesis is that lexical attraction is the likelihood of a syntactic relation. However, the lexical attraction acquisition algorithm from (Yuret 1998) does not take into account the morpho-syntactical information provided by a part-of-speech (POS) tagger and, thus, is unable to impose certain linguistically motivated restrictions on the creation of the links. Furthermore, it does not behave well when |
URL | http://www.aaai.org/Papers/FLAIRS/2006/Flairs06-058.pdf |
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