Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus
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Coreference ResolutionWord AlignmentWord Sense DisambiguationSimilar Papers 제목 키워드 기반
Bootstrapping Unsupervised Bilingual Lexicon Induction
The task of unsupervised lexicon induction is to find translation pairs across monolingual corpora. We develop a novel method that creates seed lexicons by identifying cognates in the vocabularies of related languages on…
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Aimed at generating a seed lexicon for use in downstream natural language tasks and unsupervised methods for bilingual lexicon induction have received much attention in the academic literature recently. While interesting…
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Sentiment polarity lexicons are key resources for sentiment analysis, and researchers have invested a lot of efforts in their manual creation. However, there has been a recent shift towards automatically extracted lexico…
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We present a new method for sentiment lexicon induction that is designed to be applicable to the entire range of typological diversity of the world{'}s languages. We evaluate our method on Parallel Bible Corpus+ (PBC+), …
DiversityDomain AdaptationExploiting Emojis for Abusive Language Detection
We propose to use abusive emojis, such as the {``}middle finger{''} or {``}face vomiting{''}, as a proxy for learning a lexicon of abusive words. Since it represents extralinguistic information, a single emoji can co-occ…
Abusive Languagedomain classification