"hallucination detection" Papers

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Conference

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Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection

Chenyu Zhu, Yefeng Liu, Hao Zhang et al.

NeurIPS 2025poster

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding

Guo Chen, Yicheng Liu, Yifei Huang et al.

ICLR 2025posterarXiv:2412.12075
41
citations

HaDeMiF: Hallucination Detection and Mitigation in Large Language Models

Xiaoling Zhou, Mingjie Zhang, Zhemg Lee et al.

ICLR 2025poster
9
citations

Robust Hallucination Detection in LLMs via Adaptive Token Selection

Mengjia Niu, Hamed Haddadi, Guansong Pang

NeurIPS 2025posterarXiv:2504.07863
4
citations

Detecting and Preventing Hallucinations in Large Vision Language Models

Anisha Gunjal, Jihan Yin, Erhan Bas

AAAI 2024paperarXiv:2308.06394
256
citations

Experts Don't Cheat: Learning What You Don't Know By Predicting Pairs

Daniel D. Johnson, Daniel Tarlow, David Duvenaud et al.

ICML 2024poster