Video-Text Dataset Construction from Multi-AI Feedback: Promoting Weak-to-Strong Preference Learning for Video Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Yi, Hao, Li, Qingyang, Hu, Yulan, Zhang, Fuzheng, Zhang, Di, Liu, Yong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TSO: Self-Training with Scaled Preference Optimization
by: Chen, Kaihui, et al.
Published: (2024)
by: Chen, Kaihui, et al.
Published: (2024)
Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding
by: Wang, Xiao, et al.
Published: (2024)
by: Wang, Xiao, et al.
Published: (2024)
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
by: Shi, Yang, et al.
Published: (2025)
by: Shi, Yang, et al.
Published: (2025)
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin
by: Yi, Hao, et al.
Published: (2025)
by: Yi, Hao, et al.
Published: (2025)
DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding
by: Zhang, Hongzhi, et al.
Published: (2025)
by: Zhang, Hongzhi, et al.
Published: (2025)
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema
by: Lu, Junru, et al.
Published: (2024)
by: Lu, Junru, et al.
Published: (2024)
VideoAVE: A Multi-Attribute Video-to-Text Attribute Value Extraction Dataset and Benchmark Models
by: Cheng, Ming, et al.
Published: (2025)
by: Cheng, Ming, et al.
Published: (2025)
Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models
by: Sun, Yuchong, et al.
Published: (2023)
by: Sun, Yuchong, et al.
Published: (2023)
ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models
by: Zhang, Yongheng, et al.
Published: (2025)
by: Zhang, Yongheng, et al.
Published: (2025)
Improving Attributed Text Generation of Large Language Models via Preference Learning
by: Li, Dongfang, et al.
Published: (2024)
by: Li, Dongfang, et al.
Published: (2024)
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint
by: Chen, Zhipeng, et al.
Published: (2024)
by: Chen, Zhipeng, et al.
Published: (2024)
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models
by: Wang, Xiao, et al.
Published: (2025)
by: Wang, Xiao, et al.
Published: (2025)
Weak-to-Strong Jailbreaking on Large Language Models
by: Zhao, Xuandong, et al.
Published: (2024)
by: Zhao, Xuandong, et al.
Published: (2024)
Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model
by: Zhu, Wenhong, et al.
Published: (2024)
by: Zhu, Wenhong, et al.
Published: (2024)
Frame-Voyager: Learning to Query Frames for Video Large Language Models
by: Yu, Sicheng, et al.
Published: (2024)
by: Yu, Sicheng, et al.
Published: (2024)
BQA: Body Language Question Answering Dataset for Video Large Language Models
by: Ozaki, Shintaro, et al.
Published: (2024)
by: Ozaki, Shintaro, et al.
Published: (2024)
Dynamic Adaptive Attention and Supervised Contrastive Learning: A Novel Hybrid Framework for Text Sentiment Classification
by: Li, Qingyang
Published: (2026)
by: Li, Qingyang
Published: (2026)
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation
by: Zhang, Linhai, et al.
Published: (2025)
by: Zhang, Linhai, et al.
Published: (2025)
Multi-Layer Ranking with Large Language Models for News Source Recommendation
by: Zhang, Wenjia, et al.
Published: (2024)
by: Zhang, Wenjia, et al.
Published: (2024)
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization
by: Lyu, Yougang, et al.
Published: (2024)
by: Lyu, Yougang, et al.
Published: (2024)
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment
by: Li, Lei, et al.
Published: (2024)
by: Li, Lei, et al.
Published: (2024)
Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents
by: Zhang, Xueqiao, et al.
Published: (2025)
by: Zhang, Xueqiao, et al.
Published: (2025)
Bayesian WeakS-to-Strong from Text Classification to Generation
by: Cui, Ziyun, et al.
Published: (2024)
by: Cui, Ziyun, et al.
Published: (2024)
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios
by: Lin, Lei, et al.
Published: (2023)
by: Lin, Lei, et al.
Published: (2023)
Multi-modal Retrieval Augmented Multi-modal Generation: Datasets, Evaluation Metrics and Strong Baselines
by: Ma, Zi-Ao, et al.
Published: (2024)
by: Ma, Zi-Ao, et al.
Published: (2024)
GUNDAM: Aligning Large Language Models with Graph Understanding
by: Ouyang, Sheng, et al.
Published: (2024)
by: Ouyang, Sheng, et al.
Published: (2024)
Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR
by: Wang, Jiakang, et al.
Published: (2025)
by: Wang, Jiakang, et al.
Published: (2025)
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback
by: Dou, Chengfeng, et al.
Published: (2024)
by: Dou, Chengfeng, et al.
Published: (2024)
Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models
by: Lian, Haoran, et al.
Published: (2024)
by: Lian, Haoran, et al.
Published: (2024)
Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback
by: Miranda, Lester James V., et al.
Published: (2024)
by: Miranda, Lester James V., et al.
Published: (2024)
Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues
by: Ou, Jiao, et al.
Published: (2024)
by: Ou, Jiao, et al.
Published: (2024)
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
by: Wang, Wenhao, et al.
Published: (2024)
by: Wang, Wenhao, et al.
Published: (2024)
Navigating the Risks of Using Large Language Models for Text Annotation in Social Science Research
by: Lin, Hao, et al.
Published: (2025)
by: Lin, Hao, et al.
Published: (2025)
Synthesizing Text-to-SQL Data from Weak and Strong LLMs
by: Yang, Jiaxi, et al.
Published: (2024)
by: Yang, Jiaxi, et al.
Published: (2024)
TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
by: Li, Wei, et al.
Published: (2024)
by: Li, Wei, et al.
Published: (2024)
Alice: Proactive Learning with Teacher's Demonstrations for Weak-to-Strong Generalization
by: Wu, Shujin, et al.
Published: (2025)
by: Wu, Shujin, et al.
Published: (2025)
Distilling Large Language Models for Text-Attributed Graph Learning
by: Pan, Bo, et al.
Published: (2024)
by: Pan, Bo, et al.
Published: (2024)
Unlocking Exocentric Video-Language Data for Egocentric Video Representation Learning
by: Dou, Zi-Yi, et al.
Published: (2024)
by: Dou, Zi-Yi, et al.
Published: (2024)
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up
by: Yuan, Jiahao, et al.
Published: (2024)
by: Yuan, Jiahao, et al.
Published: (2024)
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment
by: Zhang, Congzhi, et al.
Published: (2024)
by: Zhang, Congzhi, et al.
Published: (2024)
Similar Items
-
TSO: Self-Training with Scaled Preference Optimization
by: Chen, Kaihui, et al.
Published: (2024) -
Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding
by: Wang, Xiao, et al.
Published: (2024) -
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
by: Shi, Yang, et al.
Published: (2025) -
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin
by: Yi, Hao, et al.
Published: (2025) -
DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding
by: Zhang, Hongzhi, et al.
Published: (2025)