no code implementations • BioNLP (ACL) 2022 • Bosung Kim, Ndapa Nakashole
We study the problem of entity detection and normalization applied to patient self-reports of symptoms that arise as side-effects of vaccines.
1 code implementation • 21 Dec 2022 • Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole, Tom Mitchell
We propose a novel framework, ZETT (ZEro-shot Triplet extraction by Template infilling), that aligns the task objective to the pre-training objective of generative transformers to generalize to unseen relations.
Ranked #1 on Zero-shot Relation Triplet Extraction on FewRel
1 code implementation • COLING 2020 • Bosung Kim, Taesuk Hong, Youngjoong Ko, Jungyun Seo
As research on utilizing human knowledge in natural language processing has attracted considerable attention in recent years, knowledge graph (KG) completion has come into the spotlight.