Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction

Discovering Bilingual Lexicons in Polyglot Word Embeddings

Bilingual lexicons and phrase tables are critical resources for modern Machine Translation systems. Although recent results show that without any seed lexicon or parallel data, highly accurate bilingual lexicons can be l…

Adaptive Dictionary for Bilingual Lexicon Extraction from Comparable Corpora

One of the main resources used for the task of bilingual lexicon extraction from comparable corpora is : the bilingual dictionary, which is considered as a bridge between two languages. However, no particular attention h…

Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora

Recent evaluations on bilingual lexicon extraction from specialized comparable corpora have shown contrasted performance while using word embedding models. This can be partially explained by the lack of large specialized…

Efficient Data Selection for Bilingual Terminology Extraction from Comparable Corpora

Comparable corpora are the main alternative to the use of parallel corpora to extract bilingual lexicons. Although it is easier to build comparable corpora, specialized comparable corpora are often of modest size in comp…

A Methodology for Bilingual Lexicon Extraction from Comparable Corpora