| LLMs4OL Paradigm | Task A: Term Typing | Task B: Type Taxonomy Discovery | Task C: Type Non-Taxonomic Relation Extraction | Finetuning | Task A Detailed Results | Task B Detailed Results | Task C Detailed Results | Task A Datasets | Task B Datasets | Task C Datasets | Finetuning Datasets |

Task C. Type Non-Taxonomic Relation Extraction Results

Dataset	BERT-Large	BART-Large	Flan-T5-Large	Flan-T5-XL	GPT-3	BLOOM-1b7	BLOOM-3b	`Flan-T5-Large*`	`Flan-T5-XL*`	GPT-4	GPT-3.5$	LLaMA-7B	PubMedBERT
UMLS	40.10	42.35	46.02	49.52	38.84	43.12	42.70	49.05	53.05	41.31	37.51	20.34	42.68

Flan-T5-Large* and Flan-T5-XL* are Few-shot learning results for datasets.