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Intelligent Translation Memory Matching and Retrieval with Sentence Encoders

Ranasinghe, Tharindu, Orasan, Constantin and Mitkov, Ruslan (2020) Intelligent Translation Memory Matching and Retrieval with Sentence Encoders In: The 22nd Annual Conference of the European Association for Machine Translation 2020, 3-5 Nov 2020, Lisbon, Portugal.

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Abstract

Matching and retrieving previously translated segments from a Translation Memory is the key functionality in Translation Memories systems. However this matching and retrieving process is still limited to algorithms based on edit distance which we have identified as a major drawback in Translation Memories systems. In this paper we introduce sentence encoders to improve the matching and retrieving process in Translation Memories systems - an effective and efficient solution to replace edit distance based algorithms.

Item Type: Conference or Workshop Item (Conference Paper)
Divisions : Faculty of Arts and Social Sciences > School of Literature and Languages
Authors : Ranasinghe, Tharindu, Orasan, Constantin and Mitkov, Ruslan
Date : 20 April 2020
Depositing User : James Marshall
Date Deposited : 11 Jun 2020 13:27
Last Modified : 11 Jun 2020 15:48
URI: http://epubs.surrey.ac.uk/id/eprint/857779

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