Improving construction contract question answering through embedding optimization and semantic chunking in large language models
Lanqian Zhang, Yan Ning
Topics & Concepts
Computer scienceQuestion answeringEmbeddingArtificial intelligenceSegmentationTask (project management)Cluster analysisInformation retrievalNatural language processingKnowledge baseLanguage modelDomain (mathematical analysis)Machine learningSQLData miningWord embeddingEntity linkingSemantic role labelingChunking (psychology)Core (optical fiber)Semantics (computer science)Missing dataData modelingNamed-entity recognitionMIT LicenseBIM and Construction IntegrationConstruction Project Management and PerformanceTopic Modeling