2024
GeneGPT: augmenting large language models with domain tools for improved access to biomedical information
Jin Q, Yang Y, Chen Q, Lu Z. GeneGPT: augmenting large language models with domain tools for improved access to biomedical information. Bioinformatics 2024, 40: btae075. PMID: 38341654, PMCID: PMC10904143, DOI: 10.1093/bioinformatics/btae075.Peer-Reviewed Original ResearchAPI callsWeb APIsLanguage modelState-of-the-art performanceMulti-hop questionsState-of-the-artDomain-specific toolsDecoding algorithmNational Center for Biotechnology InformationGPT-3Biomedical informationDatabase utilizationExperimental resultsAPITaskDomain toolsLearningChatGPTSpecialized knowledgeInformationLanguageGenomic questionsAlgorithmDatasetBiotechnology Information
2021
LitSuggest: a web-based system for literature recommendation and curation using machine learning
Allot A, Lee K, Chen Q, Luo L, Lu Z. LitSuggest: a web-based system for literature recommendation and curation using machine learning. Nucleic Acids Research 2021, 49: w352-w358. PMID: 33950204, PMCID: PMC8262723, DOI: 10.1093/nar/gkab326.Peer-Reviewed Original ResearchConceptsNatural language processingWeb-based systemQuery methodSearch systemSearch queriesMachine learningWeb serverCuration servicesAdvanced machineUser projectsLanguage processingClassification resultsTraining corpusSingle interfaceUsersBiomedical researchersCollaborative analysisHigh accuracyLiterature recommendationsPubMed articlesMachineCurationComputational methodsSpecialized knowledgeKeywords