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material ID: bilingualembeddings

Related Papers

Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

In many languages, sparse availability of re- sources causes numerous challenges for tex- tual analysis tasks. Text classification is one of such standard tasks that is hindered due to lim- …...

23334

Examining Gender Bias in Languages with Grammatical Gender

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractRecent studies have shown that word embeddings exhibit gender bias inherited from the training corpora. However, most studies to date have focused on quantifying and mitigating such bias only in …...

8995

Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractWords in different languages rarely cover the exact same semantic space. This work characterizes differences in meaning between words across languages using semantic relations that have been used to relate …...

8983

Revisiting the Context Window for Cross-lingual Word Embeddings

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractExisting approaches to mapping-based cross-lingual word embeddings are based on the assumption that the source and target embedding spaces are structurally similar. The structures of embedding spaces largely depend on …...

38273