Hybrid Alignment Training for Large Language Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Chenglong, Zhou, Hang, Chang, Kaiyan, Li, Bei, Mu, Yongyu, Xiao, Tong, Liu, Tongran, Zhu, Jingbo |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Learning Evaluation Models from Large Language Models for Sequence Generation
por: Wang, Chenglong, et al.
Publicado: (2023)
por: Wang, Chenglong, et al.
Publicado: (2023)
Revealing the Parallel Multilingual Learning within Large Language Models
por: Mu, Yongyu, et al.
Publicado: (2024)
por: Mu, Yongyu, et al.
Publicado: (2024)
MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
por: Wang, Chenglong, et al.
Publicado: (2025)
por: Wang, Chenglong, et al.
Publicado: (2025)
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
por: Chang, Kaiyan, et al.
Publicado: (2025)
por: Chang, Kaiyan, et al.
Publicado: (2025)
GRAM: A Generative Foundation Reward Model for Reward Generalization
por: Wang, Chenglong, et al.
Publicado: (2025)
por: Wang, Chenglong, et al.
Publicado: (2025)
Translate-and-Revise: Boosting Large Language Models for Constrained Translation
por: Huang, Pengcheng, et al.
Publicado: (2024)
por: Huang, Pengcheng, et al.
Publicado: (2024)
Prior Constraints-based Reward Model Training for Aligning Large Language Models
por: Zhou, Hang, et al.
Publicado: (2024)
por: Zhou, Hang, et al.
Publicado: (2024)
Efficient Prompting Methods for Large Language Models: A Survey
por: Chang, Kaiyan, et al.
Publicado: (2024)
por: Chang, Kaiyan, et al.
Publicado: (2024)
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models
por: Fan, Yuchun, et al.
Publicado: (2025)
por: Fan, Yuchun, et al.
Publicado: (2025)
Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models
por: Wang, Chenglong, et al.
Publicado: (2025)
por: Wang, Chenglong, et al.
Publicado: (2025)
RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment
por: Luo, Yingfeng, et al.
Publicado: (2026)
por: Luo, Yingfeng, et al.
Publicado: (2026)
LRHP: Learning Representations for Human Preferences via Preference Pairs
por: Wang, Chenglong, et al.
Publicado: (2024)
por: Wang, Chenglong, et al.
Publicado: (2024)
GRAM-R$^2$: Self-Training Generative Foundation Reward Models for Reward Reasoning
por: Wang, Chenglong, et al.
Publicado: (2025)
por: Wang, Chenglong, et al.
Publicado: (2025)
Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models
por: Mu, Yongyu, et al.
Publicado: (2025)
por: Mu, Yongyu, et al.
Publicado: (2025)
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation
por: Luo, Yingfeng, et al.
Publicado: (2025)
por: Luo, Yingfeng, et al.
Publicado: (2025)
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data
por: Wang, Chenglong, et al.
Publicado: (2024)
por: Wang, Chenglong, et al.
Publicado: (2024)
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
por: Fan, Yuchun, et al.
Publicado: (2025)
por: Fan, Yuchun, et al.
Publicado: (2025)
SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models
por: Huo, Yifu, et al.
Publicado: (2026)
por: Huo, Yifu, et al.
Publicado: (2026)
Cross-layer Attention Sharing for Pre-trained Large Language Models
por: Mu, Yongyu, et al.
Publicado: (2024)
por: Mu, Yongyu, et al.
Publicado: (2024)
Dissecting Long-Chain-of-Thought Reasoning Models: An Empirical Study
por: Mu, Yongyu, et al.
Publicado: (2025)
por: Mu, Yongyu, et al.
Publicado: (2025)
APR: Penalizing Structural Redundancy in Large Reasoning Models via Anchor-based Process Rewards
por: Chang, Kaiyan, et al.
Publicado: (2026)
por: Chang, Kaiyan, et al.
Publicado: (2026)
Foundations of Large Language Models
por: Xiao, Tong, et al.
Publicado: (2025)
por: Xiao, Tong, et al.
Publicado: (2025)
LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance
por: Fan, Yuchun, et al.
Publicado: (2026)
por: Fan, Yuchun, et al.
Publicado: (2026)
HEAL: A Hypothesis-Based Preference-Aware Analysis Framework
por: Huo, Yifu, et al.
Publicado: (2025)
por: Huo, Yifu, et al.
Publicado: (2025)
Teaching Language Models to Self-Improve by Learning from Language Feedback
por: Hu, Chi, et al.
Publicado: (2024)
por: Hu, Chi, et al.
Publicado: (2024)
DaPT: A Dual-Path Framework for Multilingual Multi-hop Question Answering
por: Wang, Yilin, et al.
Publicado: (2026)
por: Wang, Yilin, et al.
Publicado: (2026)
EIT: Enhanced Interactive Transformer
por: Zheng, Tong, et al.
Publicado: (2022)
por: Zheng, Tong, et al.
Publicado: (2022)
One Size Does Not Fit All: A Distribution-Aware Sparsification for More Precise Model Merging
por: Luo, Yingfeng, et al.
Publicado: (2025)
por: Luo, Yingfeng, et al.
Publicado: (2025)
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models
por: Zhao, Runsong, et al.
Publicado: (2024)
por: Zhao, Runsong, et al.
Publicado: (2024)
SUBQRAG: Sub-Question Driven Dynamic Graph RAG
por: Li, Jiaoyang, et al.
Publicado: (2025)
por: Li, Jiaoyang, et al.
Publicado: (2025)
NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
por: Luo, Yingfeng, et al.
Publicado: (2025)
por: Luo, Yingfeng, et al.
Publicado: (2025)
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models
por: Liu, Xinyu, et al.
Publicado: (2024)
por: Liu, Xinyu, et al.
Publicado: (2024)
PartialFormer: Modeling Part Instead of Whole for Machine Translation
por: Zheng, Tong, et al.
Publicado: (2023)
por: Zheng, Tong, et al.
Publicado: (2023)
Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization
por: Shan, Weiqiao, et al.
Publicado: (2024)
por: Shan, Weiqiao, et al.
Publicado: (2024)
Offline Exploration-Aware Fine-Tuning for Long-Chain Mathematical Reasoning
por: Mu, Yongyu, et al.
Publicado: (2026)
por: Mu, Yongyu, et al.
Publicado: (2026)
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
por: Ge, Yuan, et al.
Publicado: (2025)
por: Ge, Yuan, et al.
Publicado: (2025)
NDP: Next Distribution Prediction as a More Broad Target
por: Ruan, Junhao, et al.
Publicado: (2024)
por: Ruan, Junhao, et al.
Publicado: (2024)
SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams
por: Wang, Chenglong, et al.
Publicado: (2026)
por: Wang, Chenglong, et al.
Publicado: (2026)
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners
por: Hu, Chi, et al.
Publicado: (2024)
por: Hu, Chi, et al.
Publicado: (2024)
A Survey on Training-free Alignment of Large Language Models
por: Pan, Birong, et al.
Publicado: (2025)
por: Pan, Birong, et al.
Publicado: (2025)
Ejemplares similares
-
Learning Evaluation Models from Large Language Models for Sequence Generation
por: Wang, Chenglong, et al.
Publicado: (2023) -
Revealing the Parallel Multilingual Learning within Large Language Models
por: Mu, Yongyu, et al.
Publicado: (2024) -
MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
por: Wang, Chenglong, et al.
Publicado: (2025) -
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
por: Chang, Kaiyan, et al.
Publicado: (2025) -
GRAM: A Generative Foundation Reward Model for Reward Generalization
por: Wang, Chenglong, et al.
Publicado: (2025)