[PDF] Top 20 Effect of Cross Language IR in Bilingual Lexicon Acquisition from Comparable Corpora

... Within the framework of translation knowledge acquisition from WWW news sites, this paper studies issues on the effect of cross-language retrieval of relevant texts in bilingual lexicon [r] ... See full document

... of cross-language sen- tences with different text similarity measures are ...of IR techniques which use the characteristic vocabulary of the domain to query a Lucene search engine over the entire ... See full document

... Some previous work did not require any seed lex- icon. Rapp (1995) proposed a computationally de- manding matrix permutation method which maxi- mizes a similarity between co-occurrence matrices in two languages. Ismail ... See full document

... Bilingual lexicon construction (BLC) from comparable corpora is based on the idea that bilingual similar words tend to occur in similar contexts, usually of ...a bilingual ... See full document

... natural language processing tasks such as statistical machine translation (Och and Ney, 2003) and cross-language information retrieval (Balles- teros and Croft, ...build bilingual lexicons ... 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 ... See full document

... suffered from problems including high cost, arbitrary assignment of meaning to words, and mismatch to ...meaning from a bilingual comparable corpus and a bilingual ...a ... See full document

... Natural Language Processing tasks like Machine Translation and Cross Lingual Informa- tion ...use bilingual dictionaries in order to augment word and phrase alignment (Och and Ney, ...use ... See full document

... all cross-lingual NLP applications and their compilation remains a major bottleneck in computational ...target language whose context vector is most similar to the source term’s context vector based on ... See full document

... in bilingual lexicon extraction from comparable corpora is based on lexical con- text analysis and relies on the simple observation that a word and its translation tend to appear in the ... See full document

... the documents have been originally represented. In this paper we propose a variation of this strat- egy, performing a multilingual LSA in the case in which an aligned parallel corpus is not available. It exploits the ... See full document

... many language pairs parallel corpora are a scarce resource which is why in the current work we discuss methods for dic- tionary extraction from comparable cor- ...between comparable ... See full document

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

... a bilingual lexicon for closely related languages from compara- ble ...seed lexicon from words that are identical in both languages and then further extend it with context-based ... See full document

... the corpora is more important than its ...the lexicon despite the data ...extracted lexicon if they improve the comparability of the corpus by selecting a smaller – but more comparable – ... See full document

... Bilingual lexicon extraction from comparable cor- pora has shown substantial growth since the sem- inal work of Fung (1995) and Rapp ...parable corpora, which are comprised of texts ... See full document

... phrases from compa- rable corpora using a ...derived from parallel ...using IR metrics but also performed an SMT evaluation using ...EN-LV language pairs. In the IR evaluation we ... See full document

... the bilingual lexicon induction task, a super- vised approach is natural, particularly because com- puting contextual similarity typically requires a seed bilingual dictionary (Rapp, 1995), and that ... See full document

... We would like to thank all people who in one way or another helped in making this workshop a particularly successful. This year the workshop has been formally endorsed by ACL SIGWAC (Special Interest Group on Web as ... See full document

... list from EUROVOC us- ing the standard measures of recall, precision and ...obtaining bilingual terms from com- parable ...English-German comparable corpora from Wikipedia, ... See full document