Atomic propositions improve relation recall for weak triplet extractors like GLiREL and small models across SMiLER, FewRel, DocRED and CaRB, while requiring fallback for stronger LLMs.
Marie Curie, a Polish-born physicist, won the Nobel Prize in Physics
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LLM-based Atomic Propositions help weak extractors: Evaluation of a Propositioner for triplet extraction
Atomic propositions improve relation recall for weak triplet extractors like GLiREL and small models across SMiLER, FewRel, DocRED and CaRB, while requiring fallback for stronger LLMs.