Structured Prompt Interrogation and Recursive Extraction of Semantics (SPIRES): a method for populating knowledge bases using zero-shot learning.
J. Harry CaufieldHarshad HegdeVincent EmonetNomi L. HarrisMarcin P. JoachimiakNicolas MatentzogluHyeongsik KimSierra A. T. MoxonJustin T. ReeseMelissa A. HaendelPeter N. RobinsonChristopher J. MungallPublished in: Bioinform. (2024)
Keyphrases
- experimental evaluation
- knowledge base
- high accuracy
- cost function
- computational cost
- support vector machine
- detection method
- computational complexity
- significant improvement
- classification accuracy
- synthetic data
- preprocessing
- pairwise
- prior knowledge
- objective function
- data sets
- feature set
- support vector machine svm