bilingual dictionary

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a dictionary giving equivalent words in two languages

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The goal of this paper is twofold: first, we wish to eliminate the need for an external knowledge source by automatically extracting a bilingual lexicon from a parallel corpus.
The contribution of the work presented in this paper is a language independent and fully automated corpus-based approach to bilingual lexicon extraction from comparable corpora that does not rely on any external knowledge sources to determine word senses or translation equivalents.
As explained above, in most previous work on bilingual lexicon building from comparable corpora, the vectors were translated using external seed dictionaries.
The results show that lexico-semantic knowledge derived from a parallel corpus can help to circumvent the need for an external seed dictionary, traditionally considered as a pre-requisite for bilingual lexicon extraction from parallel corpora.
These encouraging results pave the way towards pure data-driven methods for bilingual lexicon extraction from comparable corpora.
10] Darja Fiser and Nikola Ljubesic (2011) Bilingual lexicon extraction from comparable corpora for closely related languages.
11] Darja Figer, Nikola Ljubesic, Spela Vintar and Senja Pollak (2011) Building and using comparable corpora for domain-specific bilingual lexicon extraction.
12] Pascale Fung (1998) Statistical View on Bilingual Lexicon Extraction: from Parallel Corpora to Non-parallel Corpora.
14] Amir Hazem and Emmanuel Morin (2012) ICA for Bilingual Lexicon Extraction from Comparable Corpora.
19] Nikola Ljubegid, Darja Figer, Spela Vintar and Senja Pollak (2011) Bilingual lexicon extraction from comparable corpora: A comparative study.
24] Emmanuel Prochasson, Emmanuel Morin and Kyo Kageura (2009) Anchor points for bilingual lexicon extraction from small comparable corpora.
Next, the corpus is word-aligned with GIZA++ (Och and Ney, 2003) and two bilingual lexicons are extracted from the alignment results, one for each translation direction (EN-SL/SL-EN).
We evaluate the results of the different experiments we carry out for extracting bilingual lexicons from comparable corpora by comparing them to a gold standard lexicon, which was comparable corpus and manually inspected.
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