Poster "hallucination reduction" Papers
17 papers found
Conference
CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs
Jinlan Fu, Shenzhen Huangfu, Hao Fei et al.
ICLR 2025arXiv:2501.16629
21
citations
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 2025arXiv:2406.19292
19
citations
How new data permeates LLM knowledge and how to dilute it
Chen Sun, Renat Aksitov, Andrey Zhmoginov et al.
ICLR 2025arXiv:2504.09522
8
citations
Improving Large Vision and Language Models by Learning from a Panel of Peers
Jefferson Hernandez, Jing Shi, Simon Jenni et al.
ICCV 2025arXiv:2509.01610
1
citations
Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMs
Barrett Tang, Zile Huang, Chengzhi Liu et al.
ICLR 2025
20
citations
Learning to Instruct for Visual Instruction Tuning
Zhihan Zhou, Feng Hong, JIAAN LUO et al.
NEURIPS 2025arXiv:2503.22215
3
citations
Perception in Reflection
Yana Wei, Liang Zhao, Kangheng Lin et al.
ICML 2025arXiv:2504.07165
8
citations
Reconstructive Visual Instruction Tuning
Haochen Wang, Anlin Zheng, Yucheng Zhao et al.
ICLR 2025arXiv:2410.09575
35
citations
Reducing Hallucinations in Large Vision-Language Models via Latent Space Steering
Sheng Liu, Haotian Ye, James Y Zou
ICLR 2025
29
citations
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
Yinghui Li, Haojing Huang, Jiayi Kuang et al.
ICLR 2025arXiv:2502.07184
16
citations
Retrieval Head Mechanistically Explains Long-Context Factuality
Wenhao Wu, Yizhong Wang, Guangxuan Xiao et al.
ICLR 2025arXiv:2404.15574
150
citations
Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
Mufei Li, Siqi Miao, Pan Li
ICLR 2025arXiv:2410.20724
58
citations
Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs
Xudong Li, Mengdan Zhang, Peixian Chen et al.
NEURIPS 2025arXiv:2505.22396
2
citations
Improving Factuality and Reasoning in Language Models through Multiagent Debate
Yilun Du, Shuang Li, Antonio Torralba et al.
ICML 2024arXiv:2305.14325
1274
citations
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
Qian Huang, Jian Vora, Percy Liang et al.
ICML 2024arXiv:2310.03302
168
citations
Paying More Attention to Images: A Training-Free Method for Alleviating Hallucination in LVLMs
Shi Liu, Kecheng Zheng, Wei Chen
ECCV 2024arXiv:2407.21771
134
citations
View Selection for 3D Captioning via Diffusion Ranking
Tiange Luo, Justin Johnson, Honglak Lee
ECCV 2024arXiv:2404.07984
31
citations