利用自然语言处理提高生成式人工智能.pdf

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1、Using NLP to Improve Generative AIPresented at:Data Summit 2024May 9,2024Using Generative AI in business researchOptions for creating Generative AI solutionsHallucination and Retrieval Augmented GenerationThe importance of context windowsStrategies for overcoming limitations of context windowsUsing

2、NLP in Generative AI solutionsAgenda3SinglePoint integrates all the content relevant to the client regardless of its originClientBest PracticesUser InterfaceContent CollectionsInternalRepositoriesNorthern Light SinglePointExternal Content ProvidersMachine Learning&Gen AIPrimary Market Research&CICus

3、tom Research SuppliersSyndicated ResearchBusiness NewsSearch Results,Content,and InsightsJournal Articles andJournal AbstractsInsight Distribution ToolsIntegrated SearchAuto Tagging and TaxonomiesPrimary Research Manager Workflow System4Generative AI for market research and competitive intelligence

4、is a powerful new toolUser questionCitation and link appears when mouse hovers over chickletMultiple sources for an observation are all citedGen AI responseStudy by Harvard Business School with 758 consultants at BCG found Generative and Conversational AI had dramatic impact on business strategy wor

5、k5Consultants divided in groups that either used ChatGPT-4 or did notGiven a series of business strategy research tasks to performThose consultants that were previously judged to be below average improved their performance by 43%Those consultants that were previously judged to be above average incre

6、ased their performance by 17%The group using Gen AI finished tasks 40%faster with 25%higher qualityOutput measured on quantity and qualitySurvey of 30,000 LinkedIn members by Microsoft,just published this week,found that employees are way ahead of employers on adoption of AI675%of business professio