Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning

Creating knowledge bases and ontologies is a time consuming task that relies on a manual curation. AI/NLP approaches can assist expert curators in populating these knowledge bases, but current approaches rely on extensive training data, and are not able to populate arbitrary complex nested knowledge...

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Veröffentlicht in:	arXiv.org 2023-12
Hauptverfasser:	Caufield, J Harry, Hegde, Harshad, Emonet, Vincent, Harris, Nomi L, Joachimiak, Marcin P, Matentzoglu, Nicolas, Kim, HyeongSik, Moxon, Sierra A T, Reese, Justin T, Haendel, Melissa A, Robinson, Peter N, Mungall, Christopher J
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning Interrogation Knowledge Knowledge bases (artificial intelligence) Ontology Semantics Training Zero-shot learning
Online-Zugang:	Volltext
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