Relation Extraction
Devarakonda M, Raja K, Xu H. Relation Extraction. Cognitive Informatics In Biomedicine And Healthcare 2024, 101-135. DOI: 10.1007/978-3-031-55865-8_5.Peer-Reviewed Original ResearchNamed Entity Recognition
Devarakonda M, Raja K, Xu H. Named Entity Recognition. Cognitive Informatics In Biomedicine And Healthcare 2024, 79-99. DOI: 10.1007/978-3-031-55865-8_4.Peer-Reviewed Original ResearchPrompt Tuning in Biomedical Relation Extraction
He J, Li F, Li J, Hu X, Nian Y, Xiang Y, Wang J, Wei Q, Li Y, Xu H, Tao C. Prompt Tuning in Biomedical Relation Extraction. Journal Of Healthcare Informatics Research 2024, 8: 206-224. PMID: 38681754, PMCID: PMC11052745, DOI: 10.1007/s41666-024-00162-9.Peer-Reviewed Original ResearchFew-shot scenariosBiomedical relation extractionNatural language processingBiomedical RERelation extractionPrompt tuningState-of-the-art performanceText mining applicationsTuning modelBioCreative VISemEval-2013Knowledge graphLanguage modelMining applicationsBiomedical textOriginal inputComputational resourcesLanguage processingExternal knowledgeSpecific textsSuperior performanceDatasetEfficient approachTaskModel performance