2025 "hallucination reduction" Papers

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How new data permeates LLM knowledge and how to dilute it

Chen Sun, Renat Aksitov, Andrey Zhmoginov et al.

ICLR 2025posterarXiv:2504.09522
8
citations

Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMs

Barrett Tang, Zile Huang, Chengzhi Liu et al.

ICLR 2025poster
20
citations

Learning to Instruct for Visual Instruction Tuning

Zhihan Zhou, Feng Hong, JIAAN LUO et al.

NeurIPS 2025posterarXiv:2503.22215
3
citations

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning

Yinghui Li, Haojing Huang, Jiayi Kuang et al.

ICLR 2025posterarXiv:2502.07184
14
citations