Papers with derivation paradigm
Towards the Machine Translation of Scientific Neologisms (2025.coling-main)
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| Challenge: | Scientific research continually discovers and invents new concepts, which are then referred to by new terms, neologisms, or nenonyms. |
| Approach: | They propose to leverage term definitions to translate neologisms with Large Language Models . they find that LLMs generate terms from co-hyponyms and terms sharing the same derivation paradigm . |
| Outcome: | The proposed model can generate terms from co-hyponyms and terms sharing the same derivation paradigm. |