Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/lrec2008/papers/434> ?p ?o. }
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- 434 creator david-farwell.
- 434 creator horacio-rodriquez.
- 434 creator javi-ferreres.
- 434 creator m-antonia-marti.
- 434 creator manuel-bertran.
- 434 creator musa-alkhalifa.
- 434 type InProceedings.
- 434 label "Arabic WordNet: Semi-automatic Extensions using Bayesian Inference".
- 434 sameAs 434.
- 434 abstract "This presentation focuses on the semi-automatic extension of Arabic WordNet (AWN) using lexical and morphological rules and applying Bayesian inference. We briefly report on the current status of AWN and propose a way of extending its coverage by taking advantage of a limited set of highly productive Arabic morphological rules for deriving a range of semantically related word forms from verb entries. The application of this set of rules, combined with the use of bilingual Arabic-English resources and Princeton s WordNet, allows the generation of a graph representing the semantic neighbourhood of the original word. In previous work, a set of associations between the hypothesized Arabic words and English synsets was proposed on the basis of this graph. Here, a novel approach to extending AWN is presented whereby a Bayesian Network is automatically built from the graph and then the net is used as an inferencing mechanism for scoring the set of candidate associations. Both on its own and in combination with the previous technique, this new approach has led to improved results.".
- 434 hasAuthorList authorList.
- 434 hasTopic Linguistics.
- 434 isPartOf proceedings.
- 434 keyword "Acquisition, Machine Learning".
- 434 keyword "Lexicon, lexical database".
- 434 keyword "Other".
- 434 title "Arabic WordNet: Semi-automatic Extensions using Bayesian Inference".