04:00
2026-07-01
arxiv.org
large-language-models
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies
Researchers introduced LoFa, a benchmark for evaluating large language models' robustness against logical fallacies, using a multi-agent pipeline and a multi-round debate framework. Experiments reveal…