Domain Specific Data

material ID: domainspecificdata

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Towards Using Web-Crawled Data for Domain Adaptation in Statistical Machine Translation

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Publication: TIPSTER (2011)

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This paper reports on the ongoing work fo- cused on domain adaptation of statistical machine translation using domain-specific data obtained by domain-focused web crawling. We present a strategy for crawl- …...

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Domain-Specific Sentiment Lexicons Induced from Labeled Documents

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AbstractSentiment analysis is an area of substantial relevance both in industry and in academia, including for instance in social studies. Although supervised learning algorithms have advanced considerably in recent years, …...

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Dynamic Data Selection and Weighting for Iterative Back-Translation

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AbstractBack-translation has proven to be an effective method to utilize monolingual data in neural machine translation (NMT), and iteratively conducting back-translation can further improve the model performance. Selecting which monolingual …...

30107