Cost-sensitive active learning for computer-assisted translation

• Published in: Pattern recognition letters Vol. 37; pp. 124 - 134
• Main Authors: González-Rubio, Jesús, Casacuberta, Francisco
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.02.2014
• Subjects: Active learning; Computer-assisted translation; Interactive machine translation; Online learning; Interactive machine translation; Computer-assisted translation; Active learning; Online learning

•We present a new active learning framework for computed assisted translation.•Our goal is to make the translation process as efficient as possible for human translators.•We implement efficient techniques to detect informative sentences.•We use online learning techniques to update the translation mo...