Ranasinghe, Tharindu, Orǎsan, Constantin and Mitkov, Ruslan (2020). Intelligent Translation Memory Matching and Retrieval with Sentence Encoders. IN: Proceedings of the 22nd Annual Conference of the European Association for Machine Translation. Association for Computational Linguistics (ACL).
Abstract
Matching and retrieving previously translated segments from the Translation Memory is a 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 matching and retrieving process in Translation Memories systems - an effective and efficient solution to replace edit distance-based algorithms.
| Additional Information: | Copyright 2020 The authors. This article is licensed under a Creative Commons 3.0 licence, no derivative works, attribution, CCBY-ND |
|---|---|
| Last Modified: | 13 Mar 2024 18:06 |
| Date Deposited: | 02 Mar 2023 13:14 |
| Full Text Link: |
https://www.acl ... /2020.eamt-1.19 |
| Related URLs: | PURE Output Type: | Conference contribution |
| Published Date: | 2020-11 |
| Authors: |
Ranasinghe, Tharindu
(
0000-0003-3207-3821)
Orǎsan, Constantin Mitkov, Ruslan |
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)