Revisiting Relation Extraction in the era of Large Language Models
Somin Wadhwa, Silvio Amir, Byron Wallace
Abstract
models; (2) Flan-T5 is not as capable in the few-shot setting, but supervising and fine-tuning it with Chain-of-Thought (CoT) style explanations (generated via GPT-3) yields SOTA results. We release this model as a new baseline for RE tasks.
Topics & Concepts
Computer scienceTask (project management)Relationship extractionRelation (database)Natural language processingSequence (biology)Matching (statistics)Language modelArtificial intelligenceGenerative grammarGenerative modelBaseline (sea)Machine learningData miningMathematicsStatisticsEconomicsBiologyManagementGeologyOceanographyGeneticsTopic ModelingNatural Language Processing TechniquesBiomedical Text Mining and Ontologies