LLMs resolve conflicts within contextual knowledge using a six-type taxonomy and ContextConflict dataset.
Read the original at arxiv.org→arXiv:2609.03148v1 Announce Type: new Abstract: Most prior works focused on conflicts between an LLM's internal parametric knowledge and externally provided context. In contrast, we investigate how LLMs handle...
Original headline: "Large Language Models in Resolving Contextual Knowledge Conflicts"
Coverage timeline
- Sep 4, 04:00 UTC arXiv cs.CL lead source Large Language Models in Resolving Contextual Knowledge Conflicts
- Sep 5, 04:00 UTC arXiv cs.AI KC-Bench: A Dynamic Interactive Benchmark for Evaluating Knowledge Conflicts in LLM Agents