MetaRM: Shifted Distributions Alignment via Meta-Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Dou, Shihan, Liu, Yan, Zhou, Enyu, Li, Tianlong, Jia, Haoxiang, Xiong, Limao, Zhao, Xin, Ye, Junjie, Zheng, Rui, Gui, Tao, Zhang, Qi, Huang, Xuanjing |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RMB: Comprehensively Benchmarking Reward Models in LLM Alignment
by: Zhou, Enyu, et al.
Published: (2024)
by: Zhou, Enyu, et al.
Published: (2024)
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback
by: Dou, Shihan, et al.
Published: (2024)
by: Dou, Shihan, et al.
Published: (2024)
SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance
by: Huang, Caishuang, et al.
Published: (2024)
by: Huang, Caishuang, et al.
Published: (2024)
Improving RL Exploration for LLM Reasoning through Retrospective Replay
by: Dou, Shihan, et al.
Published: (2025)
by: Dou, Shihan, et al.
Published: (2025)
Steering LLMs via Scalable Interactive Oversight
by: Zhou, Enyu, et al.
Published: (2026)
by: Zhou, Enyu, et al.
Published: (2026)
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models
by: Lv, Huijie, et al.
Published: (2024)
by: Lv, Huijie, et al.
Published: (2024)
Aligning Large Language Models from Self-Reference AI Feedback with one General Principle
by: Bao, Rong, et al.
Published: (2024)
by: Bao, Rong, et al.
Published: (2024)
LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
by: Dou, Shihan, et al.
Published: (2023)
by: Dou, Shihan, et al.
Published: (2023)
CC2Vec: Combining Typed Tokens with Contrastive Learning for Effective Code Clone Detection
by: Dou, Shihan, et al.
Published: (2024)
by: Dou, Shihan, et al.
Published: (2024)
Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric
by: Yang, Yuming, et al.
Published: (2025)
by: Yang, Yuming, et al.
Published: (2025)
JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees
by: Wang, Yuhui, et al.
Published: (2026)
by: Wang, Yuhui, et al.
Published: (2026)
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
by: Ye, Junjie, et al.
Published: (2024)
by: Ye, Junjie, et al.
Published: (2024)
CCTU: A Benchmark for Tool Use under Complex Constraints
by: Ye, Junjie, et al.
Published: (2026)
by: Ye, Junjie, et al.
Published: (2026)
MM-Doc-R1: Training Agents for Long Document Visual Question Answering through Multi-turn Reinforcement Learning
by: Lin, Jiahang, et al.
Published: (2026)
by: Lin, Jiahang, et al.
Published: (2026)
LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition
by: Ye, Junjie, et al.
Published: (2024)
by: Ye, Junjie, et al.
Published: (2024)
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
by: Zhang, Ming, et al.
Published: (2024)
by: Zhang, Ming, et al.
Published: (2024)
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals
by: Zheng, Rui, et al.
Published: (2024)
by: Zheng, Rui, et al.
Published: (2024)
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study
by: Dou, Shihan, et al.
Published: (2024)
by: Dou, Shihan, et al.
Published: (2024)
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
by: Gao, Songyang, et al.
Published: (2024)
by: Gao, Songyang, et al.
Published: (2024)
Unlocking the Essence of Beauty: Advanced Aesthetic Reasoning with Relative-Absolute Policy Optimization
by: Liu, Boyang, et al.
Published: (2025)
by: Liu, Boyang, et al.
Published: (2025)
Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective
by: Li, Tianlong, et al.
Published: (2024)
by: Li, Tianlong, et al.
Published: (2024)
UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation
by: Li, Tianlong, et al.
Published: (2023)
by: Li, Tianlong, et al.
Published: (2023)
EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models
by: Zhou, Weikang, et al.
Published: (2024)
by: Zhou, Weikang, et al.
Published: (2024)
Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution
by: Xu, Nuo, et al.
Published: (2024)
by: Xu, Nuo, et al.
Published: (2024)
VRPO: Rethinking Value Modeling for Robust RL Training under Noisy Supervision
by: Zhu, Dingwei, et al.
Published: (2025)
by: Zhu, Dingwei, et al.
Published: (2025)
HAF-RM: A Hybrid Alignment Framework for Reward Model Training
by: Liu, Shujun, et al.
Published: (2024)
by: Liu, Shujun, et al.
Published: (2024)
Compression Hacking: A Supplementary Perspective on Informatics Properties of Language Models from Geometric Distortion
by: Zang, Jianxiang, et al.
Published: (2025)
by: Zang, Jianxiang, et al.
Published: (2025)
Multi-Programming Language Sandbox for LLMs
by: Dou, Shihan, et al.
Published: (2024)
by: Dou, Shihan, et al.
Published: (2024)
Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models
by: Zhou, Xin, et al.
Published: (2025)
by: Zhou, Xin, et al.
Published: (2025)
60 Data Points are Sufficient to Fine-Tune LLMs for Question-Answering
by: Ye, Junjie, et al.
Published: (2024)
by: Ye, Junjie, et al.
Published: (2024)
Tariff retaliation versus financial compensation in the enforcement of international trade agreements / Nuno Limão, Kamal Saggi
by: Limão, Nuno
Published: (2006)
by: Limão, Nuno
Published: (2006)
Trade preferences to small developing countries and the welfare costs of lost multilateral liberalization / Nuno Limão, Marcelo Olarreaga
by: Limão, Nuno
Published: (2005)
by: Limão, Nuno
Published: (2005)
Infrastructure, geographical disadvantage, and transport costs / Nuno Limâo, Anthony J. Venables
by: Limâo, Nuno
Published: (1999)
by: Limâo, Nuno
Published: (1999)
A Imprensa Regional no Distrito de Beja: Uma Análise a Corpos Redatoriais e à Longevidade das Publicações
by: João Limão
Published: (2025)
by: João Limão
Published: (2025)
Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training
by: Jiang, Changhao, et al.
Published: (2025)
by: Jiang, Changhao, et al.
Published: (2025)
Equivariant log-concavity and equivariant Kähler packages
by: Gui, Tao, et al.
Published: (2022)
by: Gui, Tao, et al.
Published: (2022)
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement
by: Xi, Zhiheng, et al.
Published: (2023)
by: Xi, Zhiheng, et al.
Published: (2023)
Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization
by: Wang, Junzhe, et al.
Published: (2026)
by: Wang, Junzhe, et al.
Published: (2026)
Meta‐Analysis of the Relationship Between Occupational/Environmental Exposure to Wood Dust and Laryngeal Cancer
by: E. Meng, et al.
Published: (2024)
by: E. Meng, et al.
Published: (2024)
EVPO: Explained Variance Policy Optimization for Adaptive Critic Utilization in LLM Post-Training
by: Pan, Chengjun, et al.
Published: (2026)
by: Pan, Chengjun, et al.
Published: (2026)
Similar Items
-
RMB: Comprehensively Benchmarking Reward Models in LLM Alignment
by: Zhou, Enyu, et al.
Published: (2024) -
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback
by: Dou, Shihan, et al.
Published: (2024) -
SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance
by: Huang, Caishuang, et al.
Published: (2024) -
Improving RL Exploration for LLM Reasoning through Retrospective Replay
by: Dou, Shihan, et al.
Published: (2025) -
Steering LLMs via Scalable Interactive Oversight
by: Zhou, Enyu, et al.
Published: (2026)