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Tag: LLM

Rebecca Wyatt to Present on Context-Aware Structured Content to Mitigate Hallucinations at ConVEx conference

EK Team . March 31, 2025 . News

Rebecca Wyatt, Partner and Division Director for Content Strategy and Operations at Enterprise Knowledge, will be delivering a presentation on Context-Aware Structured Content to Mitigate Hallucinations at the ConVEx conference, which takes place April 7-9 in San Jose, CA.  Rebecca … Continue reading

Posted in
Content Strategy and Operations
Tagged as
advanced contentai-readycontent operationshallucinationLLMMetadata

From Enterprise GenAI to Knowledge Intelligence: How to Take LLMs from Child’s Play to the Enterprise

Kyle Garcia . February 27, 2025 . Blog

In today’s world, it would almost be an understatement to say that every organization wants to utilize generative AI (GenAI) in some part of their business processes. However, key decision-makers are often unclear on what these technologies can do for … Continue reading

Posted in
Artificial Intelligence
Tagged as
autoregressionGenAIgenerative AIknowledge intelligencelarge language modelLLMTraining

Data Governance for Retrieval-Augmented Generation (RAG)

Marina Davydova . February 20, 2025 . Blog

Retrieval-Augmented Generation (RAG) has emerged as a powerful approach for injecting organizational knowledge into enterprise AI systems. By combining the capabilities of large language models (LLMs) with access to relevant, up-to-date organizational information, RAG enables AI solutions to deliver context-aware, accurate, … Continue reading

Posted in
Artificial Intelligence Data Management Services
Tagged as
Data GovernanceGraph RAGGraphRAGLLMRAGvector RAG

Hybrid Approaches to Green Information Management: A Case Study

Urmi Majumder . Nina Spoelker . December 18, 2024 . Presentation

Today, enterprises have more tools than ever for creating and sharing information, which leads to significant challenges in managing duplicate content. Enterprise Knowledge’s Urmi Majumder, Principal Consultant, and Nina Spoelker, Consultant, presented “Hybrid Approaches to Green Information Management: A Case … Continue reading

Posted in
Artificial Intelligence
Tagged as
AIartificial intelligencecarbon footprintenvironmentalESGgreen information managementgreen information management strategyInformation ManagementLLMsustainability

Choosing the Right Approach: LLMs vs. Traditional Machine Learning for Text Summarization

Kyle Garcia . November 5, 2024 . Blog

In an era where natural language processing (NLP) tools are becoming increasingly sophisticated and accessible, many look to automate text-related processes such as recognition, summarization, and generation to save crucial time and effort. Currently, both machine learning (ML) models and … Continue reading

Posted in
Artificial Intelligence
Tagged as
AIartificial intellgencelarge language modelLLMmachine learningtext summarization

EK’s Hilger, Tesfaye, Thompson, Majumder, and Nozari to Speak at the CDOIQ Symposium

EK Team . July 8, 2024 . News

Enterprise Knowledge will have a significant presence at the 18th annual CDOIQ (Chief Data Officers & Information Quality) Symposium to be held Tuesday – Thursday, July 16 – 18, 2024, at the Hyatt Regency Cambridge in Cambridge, Massachusetts. Joe Hilger, … Continue reading

Posted in
Artificial Intelligence Knowledge Graphs & Data Modeling
Tagged as
case studiesdark datadata leaksdata officersdata securityenterprise data managementLLM

Maryam Nozari and Urmi Majumder Speaking at the Data Governance & Information Quality Conference (DGIQ)

EK Team . June 3, 2024 . News

Enterprise Knowledge’s Maryam Nozari, Senior Data Scientist, and Urmi Majumder, Principal Data Architecture Consultant, will deliver a talk at DGIQ conference on “Mastering the Dark Data Challenge: Harnessing AI for Enhanced Data Governance and Quality” on Wednesday, June 5 from … Continue reading

Posted in
Artificial Intelligence Knowledge Graphs & Data Modeling
Tagged as
dark dataData Governancedata qualitydata securityLLMresponsible AI

The Role of Semantic Layers with LLMs

EK Team . April 10, 2024 . Blog

In today’s business landscape, Large Language Models (LLMs) are essential tools for driving innovation, streamlining operations, and unlocking new opportunities for growth. A Large Language Model, or LLM, is an advanced AI model designed to perform Natural Language Processing (NLP) … Continue reading

Posted in
Artificial Intelligence Company
Tagged as
AIenterprise aiLLMsemantic layer

Synergizing Knowledge Graphs with Large Language Models (LLMs): A Path to Semantically Enhanced Intelligence

Maryam Nozari . April 2, 2024 . White Paper

Why do Large Language Models (LLMs) sometimes produce unexpected or inaccurate results, often referred to as ‘hallucinations’? What challenges do organizations face when attempting to align the capabilities of LLMs with their specific business contexts? These pressing questions underscore the … Continue reading

Posted in
Artificial Intelligence Content Strategy and Operations Knowledge Graphs & Data Modeling Technology Solutions
Tagged as
AIApplicationsartificial intelligencecase studiesGraphknowledge graphlarge language modelLLMOntologyPerformancerecommendations

Fernando Aguilar Islas and Emily Crockett to Present Webinar on Content Graphs for Personalization

EK Team . March 7, 2024 . News

Fernando Aguilar Islas, Data Science Consultant, and Emily Crockett, Content Engineering Consultant, are teaming up with the Content Wrangler, Scott Abel, to present a webinar on March 19th, 2024 from 1-2pm discussing Ontologies, Structured Content, and Knowledge Graphs. Learn how … Continue reading

Posted in
Content Strategy and Operations Knowledge Graphs & Data Modeling
Tagged as
advanced contentComponentized ContentEnterprise Graphknowledge graphLLM
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