[PDF] Top 20 Using Comparable Corpora to Adapt a Translation Model to Domains
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Using Comparable Corpora to Adapt a Translation Model to Domains
... only comparable corpora but also a wide-coverage bilingual dictionary, which seems to restrict its ...parallel corpora for many language ...small translation pseudo-probabilities (Kaji et ... See full document
7
Using Comparable Corpora to Adapt MT Models to New Domains
... SMT model trained on old-domain data to translate text in a new-domain, most errors are due to unseen source words, unseen target translations, and in- accurate translation model scores (Irvine et ... See full document
8
Language and Translation Model Adaptation using Comparable Corpora
... process, using a cumulative n-best ...for translation model ...bias translation rules that results in an increase in performance over the base- ...Language model adapta- tion does not ... See full document
10
Bootstrapping Translation Detection and Sentence Extraction from Comparable Corpora
... machine translation (SMT), the qual- ity of the translation model is highly dependent on the amount of parallel data used to build ...human translation, which imposes signifi- cant costs when ... See full document
6
Extracting Directional and Comparable Corpora from a Multilingual Corpus for Translation Studies
... allel corpora for different language ...contain comparable ‘translated’ corpora (translated texts in one sin- gle language, but translated from different ...of corpora normally used in corpus ... See full document
6
Combining Bilingual and Comparable Corpora for Low Resource Machine Translation
... SMT model even in a low resource setting. We have used comparable corpora to improve the ac- curacy and coverage of phrase-based MT models built using small bilingual corpora for six ... See full document
9
Cross lingual WSD for Translation Extraction from Comparable Corpora
... to translation extraction from comparable corpora and most of its exten- sions (Fung, 1998; Rapp, 1999; Shao and Ng, 2004; Otero, 2007; Yu and Tsujii, 2009; Marsi and Krahmer, 2010) presuppose the ... See full document
10
Identifying Comparable Corpora Using LDA
... topic model using the BING API and substitute the new wordmap thus creating a tar- get language topic ...parallel corpora, and merely requires the translation of the words in the LDA ... See full document
5
Self Supervised Neural Machine Translation
... We present a joint architecture to select data and train NMT systems simultaneously using the emerging NMT system itself to select the data. This is a form of self-supervision alternating be- tween two tasks that ... See full document
7
Chinese Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts
... languages. Domains contained in these documents include international communication, trade ex- changes, technological cooperation, ...travelling domains, among others, are ...machine translation ... See full document
8
Building Comparable Corpora Based on Bilingual LDA Model
... the translation vocabu- laries, co-occurrence information and language ...cal model to the target language and classified probability distribution of topics in the same lan- guage, whose shortcoming is that ... See full document
5
Revisiting Context based Projection Methods for Term Translation Spotting in Comparable Corpora
... other domains or in the general language, ...by using those ref- erences may in turn not belong to the medical do- main, in which case medical terms from the seed lexicon are not ... See full document
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Extraction of Domain Specific Bilingual Lexicon from Comparable Corpora: Compositional Translation and Ranking
... Comparable corpora are composed of texts in different languages which are not translations but deal with the same subject matter and were produced in similar situations of ...Computer-Aided ... See full document
18
Building bilingual lexicon to create Dialect Tunisian corpora and adapt language model
... a translation system: standard German to any variety of the dialect continuum of German- speaking ...of translation MSA- Egyptian ...collect corpora in order to ... See full document
6
Accurate Parallel Fragment Extraction from Quasi–Comparable Corpora using Alignment Model and Translation Lexicon
... when using the same alignment setting. Using the external parallel data for alignment ex- tracts more fragments than only using the com- parable sentences, and the average size is slightly ...the ... See full document
7
Collecting and Using Comparable Corpora for Statistical Machine Translation
... The monolingual terms and named entities were cross-lingually mapped using GIZA++ dictionaries and various string-similarity measures (Ştefănescu, 2012). Identifying corresponding named entities in different ... See full document
8
Using collocations from comparable corpora to find translation equivalents
... finding translation equivalents of words from the general ...their translation on corresponding ...by translation researchers, and comparable corpora are increasingly used in transla- ... See full document
6
Generalising Lexical Translation Strategies for MT Using Comparable Corpora
... Given a large parallel corpus, an SMT/EBMT system can estimate probabilities of more frequent indirect translation equivalents in this corpus. However, large parallel corpora are relatively rare. They are ... See full document
5
Bilingual lexicon extraction from comparable corpora using in domain terms
... of translation equivalent pairs are roughly comparable in the source language and in the target ...the translation pair agreement-acuerdo (condi- tioned on the highly associated term association- ... See full document
9
Proceedings of the Eighth Workshop on Building and Using Comparable Corpora
... Comparable corpora are collections of documents that are comparable in content and form in various degrees and ...multilingual corpora, but also sets of monolingual corpora that are ... See full document
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