Cover Image

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yu, Tianyu, Yao, Yuan, Zhang, Haoye, He, Taiwen, Han, Yifeng, Cui, Ganqu, Hu, Jinyi, Liu, Zhiyuan, Zheng, Hai-Tao, Sun, Maosong, Chua, Tat-Seng
Format:	Preprint
Published:	2023
Subjects:	Computation and Language Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
by: Yu, Tianyu, et al.
Published: (2024)

Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
by: Cui, Chenhang, et al.
Published: (2024)

Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
by: Chen, Yiyang, et al.
Published: (2022)

RLPR: Extrapolating RLVR to General Domains without Verifiers
by: Yu, Tianyu, et al.
Published: (2025)

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
by: Zhao, Xiangyu, et al.
Published: (2025)

FREAK: A Fine-grained Hallucination Evaluation Benchmark for Advanced MLLMs
by: Yin, Zhihan, et al.
Published: (2026)

ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
by: Zheng, Jingnan, et al.
Published: (2024)

More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness
by: Li, Aaron J., et al.
Published: (2024)

Compose Your Aesthetics: Empowering Text-to-Image Models with the Principles of Art
by: Jin, Zhe, et al.
Published: (2025)

Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment
by: Fei, Hao, et al.
Published: (2024)

Drawing the Line: Enhancing Trustworthiness of MLLMs Through the Power of Refusal
by: Wang, Yuhao, et al.
Published: (2024)

UltraFeedback: Boosting Language Models with Scaled AI Feedback
by: Cui, Ganqu, et al.
Published: (2023)

Towards Human-centered Proactive Conversational Agents
by: Deng, Yang, et al.
Published: (2024)

SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
by: Li, Haoxuan, et al.
Published: (2025)

Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
by: Yuan, Yifu, et al.
Published: (2024)

Universal Scene Graph Generation
by: Wu, Shengqiong, et al.
Published: (2025)

LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images
by: Xu, Ruyi, et al.
Published: (2024)

Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales
by: Gao, Minghe, et al.
Published: (2024)

On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation
by: Wen, Xueru, et al.
Published: (2024)

Understanding Long Videos via LLM-Powered Entity Relation Graphs
by: Chu, Meng, et al.
Published: (2025)

A Systematic Evaluation of Preference Aggregation in Federated RLHF for Pluralistic Alignment of LLMs
by: Srewa, Mahmoud, et al.
Published: (2025)

Thinking with Blueprints: Assisting Vision-Language Models in Spatial Reasoning via Structured Object Representation
by: Ma, Weijian, et al.
Published: (2026)

An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes
by: Qi, Ji, et al.
Published: (2025)

XNLP: An Interactive Demonstration System for Universal Structured NLP
by: Fei, Hao, et al.
Published: (2023)

NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
by: Dai, Sunhao, et al.
Published: (2025)

MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions
by: Chai, Yekun, et al.
Published: (2024)

How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond
by: Huang, Chen, et al.
Published: (2025)

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment
by: Guo, Yiju, et al.
Published: (2024)

Towards Goal-oriented Intelligent Tutoring Systems in Online Education
by: Deng, Yang, et al.
Published: (2023)

Disentangling Masked Autoencoders for Unsupervised Domain Generalization
by: Zhang, An, et al.
Published: (2024)

Do MLLMs Exhibit Human-like Perceptual Behaviors? HVSBench: A Benchmark for MLLM Alignment with Human Perceptual Behavior
by: Lin, Jiaying, et al.
Published: (2024)

Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion
by: Zhou, Zhenglin, et al.
Published: (2025)

A Survey on Neural Question Generation: Methods, Applications, and Prospects
by: Guo, Shasha, et al.
Published: (2024)

Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
by: Li, Moxin, et al.
Published: (2025)

ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback
by: Hou, Zhenyu, et al.
Published: (2024)

MaxMin-RLHF: Alignment with Diverse Human Preferences
by: Chakraborty, Souradip, et al.
Published: (2024)

Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval
by: Fang, Xiang, et al.
Published: (2026)

Extending Visual Dynamics for Video-to-Music Generation
by: Liu, Xiaohao, et al.
Published: (2025)

Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
by: Fei, Hao, et al.
Published: (2024)

UniFGVC: Universal Training-Free Few-Shot Fine-Grained Vision Classification via Attribute-Aware Multimodal Retrieval
by: Guo, Hongyu, et al.
Published: (2025)