2025 Poster "hallucination reduction" Papers

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From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data

Zheyang Xiong, Vasilis Papageorgiou, Kangwook Lee et al.

ICLR 2025posterarXiv:2406.19292
19
citations

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

Reconstructive Visual Instruction Tuning

Haochen Wang, Anlin Zheng, Yucheng Zhao et al.

ICLR 2025posterarXiv:2410.09575
34
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

Retrieval Head Mechanistically Explains Long-Context Factuality

Wenhao Wu, Yizhong Wang, Guangxuan Xiao et al.

ICLR 2025posterarXiv:2404.15574
140
citations