"hallucination reduction" Papers

6 papers found

Filters:hallucination reductionClear all

Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

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

Improving Factuality and Reasoning in Language Models through Multiagent Debate

Yilun Du, Shuang Li, Antonio Torralba et al.

ICML 2024poster

MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Qian Huang, Jian Vora, Percy Liang et al.

ICML 2024poster