[PDF] Top 20 A Methodology for Bilingual Lexicon Extraction from Comparable Corpora

... them from corpora of the text types we are inter- ested ...produce bilingual dictionaries more efficiently than manually in the traditional lexicographic ...way. From these efforts, two major ... See full document

... on bilingual lexicon extrac- tion from comparable corpora aimed at finding a good representation for the usage patterns of source and target words and at comparing these patterns ...the ... See full document

... of bilingual lexicon extraction from comparable corpora is : the bilingual dictionary, which is considered as a bridge between two ...this lexicon, except its ... See full document

... for bilingual lexicon extrac- tion from comparable ...the extraction of low frequency words showed significant im- provement while using distance-based av- eraging (Pekar et ...for ... See full document

... for bilingual lexicon ...specialized comparable corpora indicate that the combination of similarity metrics leads to a better performance than two state-of-the-art ...ized comparable ... See full document

... that comparable corpora should be balanced for bilingual lexicon extraction task is ...cialized comparable corpora, especially when in- volving the English language for ... See full document

... in bilingual lexicon extraction from comparable corpora relies on the assumption that words which have the same meaning in different languages tend to appear in the same lexical ... See full document

... the comparable corpus- based approach relies on texts in two or more languages which are not parallel but nevertheless share several parameters, such as topic, time of publication and communicative goal (Fung ... See full document

... Bilingual lexicon is a basic resource in the field of Natural Language Processing such as machine translation and cross-language information retrieval (AbduI-Rauf et ...Parallel corpora (Och and Ney, ... See full document

... 1998), bilingual lexicon extraction from comparable corpora can be ap- proached as a problem of information retrieval ...to bilingual lexicon extraction ... See full document

... In bilingual lexicon extraction, the context-based approach introduced by Rapp (1995) is widely used (Fung, 1995; Diab and Finch, 2000; among ...learning from comparable corpora ... See full document

... nouns from the gold standard that satisfy the frequency crite- rion (50) in the source corpus and have at least one translation in the target corpus that meets the same frequency ...seed lexicon exten- ... See full document

... seed bilingual lexicon (e.g. a general bilingual dictionary) by mapping contexts expressed in two different languages into the same ...seed lexicon is ...seed lexicon size (Koehn and ... See full document

... Comparable corpora consist of documents on sim- ilar topics in different ...parallel corpora, they are not sentence ...two corpora must be on the same domain or topic. Comparable ... See full document

... results from our previous research has shown that in most cases the trans- lation candidates of a polysemous word are all related to the most frequent sense of the polysemous source word be- cause of the Zipfian ... See full document

... icon extraction from comparable corpora is a dis- tributional hypothesis, stating that words which are translation of each other are likely to appear in simi- lar context across ...departing ... See full document

... list, from 20 to ...differ from the ones previously published, which can be explained by the fact that first our corpus is relatively small compared to others, second that our evaluation re- lies on a large ... See full document

... Using comparable corpora for bilingual lexicon extraction is becoming more and more a mat- ter of interest, especially because of the easier availability of this kind of corpora ... See full document

... for bilingual lexicon extraction presented in the paper is directed towards extraction of only highly reliable word translation ...BLE from parallel data, we have proved that SampLEX ... See full document

... of bilingual lexicon extraction from com- parable corpora, and also known as the standard approach, relies on the simple observation that a word and its translation tend to appear in ... See full document