GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Framework

15 July 2024

Papers citing "GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Framework"

7 / 7 papers shown

Title
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs Albert Sawczyn Jakub Binkowski Denis Janiak Bogdan Gabrys Tomasz Kajdanowicz HILM LRM 56 0 0 21 Mar 2025
Towards Lighter and Robust Evaluation for Retrieval Augmented Generation Alex-Razvan Ispas Charles-Elie Simon Fabien Caspani Vincent Guigue RALM 65 0 0 20 Mar 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 48 0 0 16 Mar 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking Yingjian Chen Haoran Liu Yinhong Liu Rui Yang Han Yuan Yanran Fu Pengyuan Zhou Qingyu Chen James Caverlee Irene Z Li HILM 46 0 0 23 Feb 2025
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs F. S. Bao Miaoran Li Renyi Qu Ge Luo Erana Wan ... Ruixuan Tu Chenyu Xu Matthew Gonzales Ofer Mendelevitch Amin Ahmad VLM HILM 15 2 0 17 Oct 2024
LLMs Prompted for Graphs: Hallucinations and Generative Capabilities Erwan Le Merrer Gilles Tredan Erwan Le Merrer Camilla Penzo Gilles Tredan MLAU 31 0 0 30 Aug 2024
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015