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cs.CL2025
A Benchmark for the Detection of Metalinguistic Disagreements between LLMs and Knowledge Graphs
Bradley P. Allen, Paul T. Groth
Evaluating large language models (LLMs) for tasks like fact extraction in support of knowledge graph construction frequently involves computing accuracy metrics using a ground trut…
cs.CL2024★ 1 cited
Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models
Bradley P. Allen, Paul T. Groth
A backbone of knowledge graphs are their class membership relations, which assign entities to a given class. As part of the knowledge engineering process, we propose a new method f…
cs.CL2024
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection
Bradley P. Allen, Fina Polat, Paul Groth
We describe the University of Amsterdam Intelligent Data Engineering Lab team's entry for the SemEval-2024 Task 6 competition. The SHROOM-INDElab system builds on previous work on…