Papers with unambiguous translation dictionaries
Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits (2025.emnlp-industry)
Copied to clipboard
| Challenge: | Ambiguous terminology can make translation difficult, especially in corporate contexts. |
| Approach: | They propose to learn how to disambiguate terminology based on human post-edits . they use preference optimization to optimize for correctness using the term post-Edit . |
| Outcome: | The proposed framework improves term accuracy over a translation oriented LLM without significant losses in COMET score. |