Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification
Code (0)
등록된 구현이 없습니다.
Tasks
Dependency ParsingGeneral ClassificationInformation RetrievalMachine TranslationMultilingual Word EmbeddingsPart-Of-Speech TaggingSemantic Textual Similaritytext-classificationText ClassificationWord EmbeddingsSimilar Papers 제목 키워드 기반
Unsupervised Parallel Sentence Extraction from Comparable Corpora
Mining parallel sentences from comparable corpora is of great interest for many downstream tasks. In the BUCC 2017 shared task, systems performed well by training on gold standard parallel sentences. However, we often wa…
SentenceWord EmbeddingsLearning bilingual word embeddings with (almost) no bilingual data
Most methods to learn bilingual word embeddings rely on large parallel corpora, which is difficult to obtain for most language pairs. This has motivated an active research line to relax this requirement, with methods tha…
Document ClassificationEntity LinkingMachine TranslationMultilingual Word Embeddings+4Word Translation Without Parallel Data
State-of-the-art methods for learning cross-lingual word embeddings have relied on bilingual dictionaries or parallel corpora. Recent studies showed that the need for parallel data supervision can be alleviated with char…
Cross-Lingual Word EmbeddingsMachine TranslationTranslationUnsupervised Machine Translation+3Bilingual Terminology Extraction Using Neural Word Embeddings on Comparable Corpora
Term and glossary management are vital steps of preparation of every language specialist, and they play a very important role at the stage of education of translation professionals. The growing trend of efficient time ma…
ManagementRetrievalTranslationWord EmbeddingsAn Unsupervised System for Parallel Corpus Filtering
In this paper we describe LMU Munich{'}s submission for the \textit{WMT 2018 Parallel Corpus Filtering} shared task which addresses the problem of cleaning noisy parallel corpora. The task of mining and cleaning parallel…
Domain AdaptationLanguage ModelingLanguage ModellingMachine Translation+5