Bilingual Lexicon
Cross Language Text Categorization Using a Bilingual Lexicon
... With the popularity of the Internet at a phe- nomenal rate, an ever-increasing number of documents in languages other than English are available in the Internet. Cross lan- guage text categorization has attracted more ...
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Bilingual Lexicon Induction through Unsupervised Machine Translation
... on bilingual lexicon induction by align- ing independently trained word embeddings in two languages and using the resulting cross- lingual embeddings to induce word translation pairs through nearest ...
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Augmenting a Bilingual Lexicon with Information for Word Translation Disambiguation
... We describe a method for augmenting a bilingual lexicon with additional in- formation for selecting an appropriate translation word. For each word in the source language, we calculate a corre- lation matrix ...
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Utilizing Contextually Relevant Terms in Bilingual Lexicon Extraction
... large bilingual dictionary as their seed lexicon (Rapp, 1999; Fung and Yee, 1998; among ...initial bilingual lex- ...small-sized bilingual lexicon containing 100 word pairs as seed ...
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Hubless Nearest Neighbor Search for Bilingual Lexicon Induction
... Bilingual Lexicon Induction (BLI) is the task of translating words from corpora in two lan- guages. Recent advances in BLI work by aligning the two word embedding spaces. Fol- lowing that, a key step is to ...
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Clustering Comparable Corpora For Bilingual Lexicon Extraction
... on bilingual lexicon extrac- tion from comparable corpora radically differ on resources used and technical choices, it is very difficult to compare them in a unified framework (Laroche and Langlais, ...
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Adversarial Training for Unsupervised Bilingual Lexicon Induction
... the bilingual lexicon induction ...truth bilingual lexicon, the source word is considered to be handled correctly, and the accu- racy is calculated as the percentage of correctly translated ...
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Bilingual Lexicon Extraction from Comparable Corpora as Metasearch
... Bilingual lexicon extraction from comparable cor- pora has received considerable attention since the 1990s (Rapp, 1995; Fung, 1998; Fung and Lo, 1998; Peters and Picchi, 1998; Rapp, 1999; Chiao and ...
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Automatic Bilingual Lexicon Extraction for a Minority Target Language
... the lexicon extraction algorithm was tested on these 100 words, by comparing the expected translations which were taken from an initial bilingual lexicon with the actual results of the ...initial ...
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Multi Modal Representations for Improved Bilingual Lexicon Learning
... Bilingual lexicon learning (BLL) is the task of finding words that share a common meaning across different ...SCLVS. Bilingual word embedding (BWE) in- duced models currently hold the ...
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Building and Using Comparable Corpora for Domain Specific Bilingual Lexicon Extraction
... Below we present the results of three experiments that best demonstrate the performance and impact of the key parameters for bilingual lexicon extraction from comparable corpora that we were testing in this ...
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Data-driven Amharic-English Bilingual Lexicon Acquisition
... for bilingual lexicon acquisition from Amharic-English parallel ...translation lexicon from sentence-aligned corpora. The seed translation lexicon contains matches of Amharic lexemes to weekly ...
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Sub corpora Sampling with an Application to Bilingual Lexicon Extraction
... The SampLEX algorithm for bilingual lexicon extraction presented in the paper is directed towards extraction of only highly reliable word translation pairs. After comparisons with other models for BLE from ...
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Bilingual Lexicon Construction from Comparable Corpora via Dependency Mapping
... 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 dependency mapping ...
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Supervised Bilingual Lexicon Induction with Multiple Monolingual Signals
... Most prior work either makes use of only one or two monolingual signals or uses unsupervised meth- ods (like rank combination) to aggregate orthogonal signals (Schafer and Yarowsky, 2002; Klementiev and Roth, 2006). ...
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Visual Bilingual Lexicon Induction with Transferred ConvNet Features
... of bilingual lexicon induction using image- based ...to bilingual lexicon in- duction, even outperforming these for one of three language pairs on another stan- dard ...
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A Linguistically Grounded Graph Model for Bilingual Lexicon Extraction
... We present a new method, based on graph theory, for bilingual lexicon ex- traction without relying on resources with limited availability like parallel corpora. The graphs we use represent linguis- tic ...
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Bilingual lexicon extraction from comparable corpora using in domain terms
... In bilingual lexicon extraction, the context-based approach introduced by Rapp (1995) is widely used (Fung, 1995; Diab and Finch, 2000; among ...of bilingual lexi- con extraction using comparable ...
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Bootstrapping Unsupervised Bilingual Lexicon Induction
... of bilingual lexicon induction is to find translation pairs between two ...the bilingual lexicons from non-parallel monolingual corpora representing the same ...seed lexicon (Mikolov et ...
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Title: AN ENGLISH TO YORUBA BILINGUAL LEXICON FOR HEALTH SECTORS USING A DIRECT APPROACH TO MACHINE TRANSLATION
... a bilingual lexicon or dictionary for names of the various diseases affecting humans from English to Yoruba language and the direct approach to machine translation is employed in the translation ...
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