Extracting Bilingual Lexica from Comparable Corpora Using Self-Organizing Maps

Towards producing bilingual lexica from monolingual corpora

Bilingual lexica are the basis for many cross-lingual natural language processing tasks. Recent works have shown success in learning bilingual dictionary by taking advantages of comparable corpora and a diverse set of si…

Extracting bilingual terminologies from comparable corpora

Extracting Bilingual Persian Italian Lexicon from Comparable Corpora Using Different Types of Seed Dictionaries

Bilingual dictionaries are very important in various fields of natural language processing. In recent years, research on extracting new bilingual lexicons from non-parallel (comparable) corpora have been proposed. Almost…

Bilingual Terminology Extraction from Comparable E-Commerce Corpora

Bilingual terminologies are important machine translation resources in the field of e-commerce, which are usually either manually translated or automatically extracted from parallel data. The human translation is costly …

Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms

Extracting a bilingual terminology for multi-word terms from comparable corpora has not been widely researched. In this work we propose a unified framework for aligning bilingual terms independently of the term lengths. …