conftrace_

misleading information

3 papers

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Co-occurring keywords · papers mentioning both

question answering (2) response uncertainty (1) information-seeking question (1) misleading scenario (1) factuality classification (1) misleading queries (1) large language model (1) hallucination detection (1) multimodal large language model (1) visual question answering (1)

Papers

TruthTrap: A Bilingual Benchmark for Evaluating Factually Correct Yet Misleading Information in Question Answering EACL 2026 Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios EMNLP 2025 From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs ACL 2025