Publications

Publication details [#392]

Fung, Pascale and Kathleen McKeown. 1997. A technical word- and term-translation aid using noisy parallel corpora across language groups. Machine Translation 12 (1/2) : 53–87.
Publication type
Article in jnl/bk
Publication language
English

Abstract

Technical-term translation represents one of the most difficult tasks for human translators since (1) most translators are not familiar with terms and domain-specific terminology and (2) such terms are not adequately covered by printed dictionaries. This paper describes an algorithm for translating technical words and terms from noisy parallel corpora across language groups. Given any word which is part of a technical term in the source language, the algorithm produces a ranked candidate match for it in the target language. Potential translations for the term are compiled from the matched words and are also ranked. We show how this ranked list helps translators in technical-term translation. Most algorithms for lexical and term translation focus on Indo-European language pairs, and most use a sentence-aligned clean parallel corpus without insertion, deletion or OCR noise. This algorithm is language- and character-set-independent, and is robust to noise in the corpus.
Source : Based on abstract in journal