grant
Addressing Factual Inaccuracy and Unfaithful Reasoning of Large Language Models in Biomedicine and Healthcare
NIHUS FederalResearch GrantFY2025AI AugmentedAI assistedAI based methodAI botAI drivenAI enhancedAI integratedAI language modelsAI poweredAI systemAccountabilityAddressArtificial IntelligenceArtificial Intelligence enhancedAugmented by AIAugmented by the AIAugmented with AIAugmented with the AIBenchmarkingBest Practice AnalysisChatGPTCommunitiesComputer ReasoningDataData ScienceDecision MakingDevelopmentDiagnosisEducational process of instructingEffectivenessEnsureEvaluationFeedbackFoundationsGPT-2GPT-3GPT-4GenerationsGoalsGrainHealthHealth CareHumanInstructionKnowledgeLife CycleLife Cycle StagesMachine IntelligenceMedicalMethodsMissionModelingModern ManNLMNational Library of MedicineNational Medical LibraryNatural Language ProcessingOutcomePersonal awarenessProcessPublic HealthReactionReadingRecommendationReportingResearchResearch ResourcesResourcesRiskSelf AssessmentSelf PerceptionSelf imageSelf viewSourceTeachingTextTrainingTransformer language modelTranslationsUnited States National Library of MedicineWorkWritingartificial intelligence assistedartificial intelligence augmentedartificial intelligence drivenartificial intelligence integratedartificial intelligence language modelsartificial intelligence methodartificial intelligence poweredbenchmarkbiomed informaticsbiomedical informaticschat botchatbotconversational AIconversational agentconversational botdevelop softwaredeveloping computer softwaredevelopmentaldigitaldisease diagnosisempowermentenhanced with AIenhanced with Artificial Intelligenceevidence basehealth applicationimplementation facilitationimprovedinnovateinnovationinnovativeknowledgebaselarge language modellarge scale language modellife coursemassive scale language modelsmethod developmentmulti-taskmultitasknatural languagenatural language understandingprogramsreading comprehensionresponseself awarenessself knowledgesoftware developmentsystematic reviewterabytetooltranslation
Description preview
Large Language Models (LLMs) represent the latest advancement in Natural Language
Processing (NLP) and Artificial Intelligence (AI), holding tremendous potential to
revolutionize biomedical and healthcare applications. Extensive research has
demonstrated the effectiveness of LLMs in a range of biomedical and health
applications, ranging from…
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