Evaluating LLM-Driven Knowledge Graph Construction: A Multi-Metric Approach Addressing Hallucination and Omission

Authors

Hussam Ghanem
Christophe Cruz (ORCID: https://orcid.org/0000-0002-5611-9479)

Institutions

Université de Bourgogne (FR)
Laboratoire Interdisciplinaire Carnot de Bourgogne (FR)

Publication Details

Journal: SPIRE - Sciences Po Institutional REpository
Published: 2024-12-10
Primary Topic: Semantic Web and Ontologies
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

Evaluating LLM-Driven Knowledge Graph Construction: A Multi-Metric Approach Addressing Hallucination and Omission

Hussam Ghanem, Christophe Cruz

Dec 10, 2024

SPIRE - Sciences Po Institutional REpository

Semantic Web and Ontologies

article

Evaluating LLM-Driven Knowledge Graph Construction: A Multi-Metric Approach Addressing Hallucination and Omission

Hussam Ghanem, Christophe Cruz

December 10, 2024article en

Abstract

No abstract available for this paper.

SPIRE - Sciences Po Institutional REpository

Université de Bourgogne (FR), Laboratoire Interdisciplinaire Carnot de Bourgogne (FR)

Openalex Percentile: Top 75%

Semantic Web and Ontologies

OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Evaluating LLM-Driven Knowledge Graph Construction: A Multi-Metric Approach Addressing Hallucination and Omission — Hussam Ghanem, Christophe Cruz · SPIRE - Sciences Po Institutional REpository (2024) | TGRS Research Map | TGRS