Papers by Josh Barua
Using Language Models to Disambiguate Lexical Choices in Translation (2024.emnlp-main)
Copied to clipboard
| Challenge: | In translation, a concept represented by a single word can have multiple variations in a target language. |
| Approach: | They evaluate language models that can be used to generate English rules for lexical selection . they find weaker models with high-quality lexicals improve accuracy . |
| Outcome: | The proposed model outperforms existing models on the lexical selection task in English and with native speakers. |