Language Imbalance Driven Rewarding for Multilingual Self-improving
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Wen, Wu, Junhong, Wang, Chen, Zong, Chengqing, Zhang, Jiajun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment
by: Yang, Wen, et al.
Published: (2025)
by: Yang, Wen, et al.
Published: (2025)
Parallel Scaling Law: Unveiling Reasoning Generalization through A Cross-Linguistic Perspective
by: Yang, Wen, et al.
Published: (2025)
by: Yang, Wen, et al.
Published: (2025)
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model
by: Li, Chong, et al.
Published: (2025)
by: Li, Chong, et al.
Published: (2025)
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions
by: Li, Chong, et al.
Published: (2024)
by: Li, Chong, et al.
Published: (2024)
ChineseWebText 2.0: Large-Scale High-quality Chinese Web Text with Multi-dimensional and fine-grained information
by: Zhang, Wanyue, et al.
Published: (2024)
by: Zhang, Wanyue, et al.
Published: (2024)
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment
by: Li, Chong, et al.
Published: (2023)
by: Li, Chong, et al.
Published: (2023)
Computational Lesions in Multilingual Language Models Separate Shared and Language-specific Brain Alignment
by: Cui, Yang, et al.
Published: (2026)
by: Cui, Yang, et al.
Published: (2026)
MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities
by: Zhao, Xinpei, et al.
Published: (2024)
by: Zhao, Xinpei, et al.
Published: (2024)
Computational Models to Study Language Processing in the Human Brain: A Survey
by: Wang, Shaonan, et al.
Published: (2024)
by: Wang, Shaonan, et al.
Published: (2024)
OpenS2S: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model
by: Wang, Chen, et al.
Published: (2025)
by: Wang, Chen, et al.
Published: (2025)
Component-Level Lesioning of Language Models Reveals Clinically Aligned Aphasia Phenotypes
by: Wang, Yifan, et al.
Published: (2026)
by: Wang, Yifan, et al.
Published: (2026)
BLSP-Emo: Towards Empathetic Large Speech-Language Models
by: Wang, Chen, et al.
Published: (2024)
by: Wang, Chen, et al.
Published: (2024)
F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation
by: Wu, Junhong, et al.
Published: (2024)
by: Wu, Junhong, et al.
Published: (2024)
Improving MLLM's Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency
by: Liang, Yupu, et al.
Published: (2025)
by: Liang, Yupu, et al.
Published: (2025)
SimulPL: Aligning Human Preferences in Simultaneous Machine Translation
by: Yu, Donglei, et al.
Published: (2025)
by: Yu, Donglei, et al.
Published: (2025)
Process-based Self-Rewarding Language Models
by: Zhang, Shimao, et al.
Published: (2025)
by: Zhang, Shimao, et al.
Published: (2025)
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation
by: Liang, Yupu, et al.
Published: (2025)
by: Liang, Yupu, et al.
Published: (2025)
Self-Rewarding Language Models
by: Yuan, Weizhe, et al.
Published: (2024)
by: Yuan, Weizhe, et al.
Published: (2024)
Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future
by: Wang, Yidong, et al.
Published: (2025)
by: Wang, Yidong, et al.
Published: (2025)
How Does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective
by: Zhang, Shimao, et al.
Published: (2025)
by: Zhang, Shimao, et al.
Published: (2025)
Self-Evolved Reward Learning for LLMs
by: Huang, Chenghua, et al.
Published: (2024)
by: Huang, Chenghua, et al.
Published: (2024)
Toward Robust Multilingual Adaptation of LLMs for Low-Resource Languages
by: Li, Haolin, et al.
Published: (2025)
by: Li, Haolin, et al.
Published: (2025)
Cross-lingual Transfer of Reward Models in Multilingual Alignment
by: Hong, Jiwoo, et al.
Published: (2024)
by: Hong, Jiwoo, et al.
Published: (2024)
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations
by: Chen, Nuo, et al.
Published: (2023)
by: Chen, Nuo, et al.
Published: (2023)
Self-Generated Critiques Boost Reward Modeling for Language Models
by: Yu, Yue, et al.
Published: (2024)
by: Yu, Yue, et al.
Published: (2024)
M-RewardBench: Evaluating Reward Models in Multilingual Settings
by: Gureja, Srishti, et al.
Published: (2024)
by: Gureja, Srishti, et al.
Published: (2024)
An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning
by: Sun, Wei, et al.
Published: (2025)
by: Sun, Wei, et al.
Published: (2025)
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
by: Wu, Tianhao, et al.
Published: (2024)
by: Wu, Tianhao, et al.
Published: (2024)
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
by: Wu, Rong, et al.
Published: (2025)
by: Wu, Rong, et al.
Published: (2025)
Bridging the Semantic Gap: Contrastive Rewards for Multilingual Text-to-SQL with GRPO
by: Kattamuri, Ashish, et al.
Published: (2025)
by: Kattamuri, Ashish, et al.
Published: (2025)
Multilingual Safety Alignment via Self-Distillation
by: Qin, Ruiyang, et al.
Published: (2026)
by: Qin, Ruiyang, et al.
Published: (2026)
TokAlign: Efficient Vocabulary Adaptation via Token Alignment
by: Li, Chong, et al.
Published: (2025)
by: Li, Chong, et al.
Published: (2025)
Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration
by: Zhong, Linhao, et al.
Published: (2026)
by: Zhong, Linhao, et al.
Published: (2026)
How do Large Language Models Handle Multilingualism?
by: Zhao, Yiran, et al.
Published: (2024)
by: Zhao, Yiran, et al.
Published: (2024)
Co-Evolution of Policy and Internal Reward for Language Agents
by: Wang, Xinyu, et al.
Published: (2026)
by: Wang, Xinyu, et al.
Published: (2026)
From Flat Language Labels to Typological Priors: Structured Language Conditioning for Multilingual Speech-to-Speech Translation
by: Pan, Yu, et al.
Published: (2026)
by: Pan, Yu, et al.
Published: (2026)
RLMR: Reinforcement Learning with Mixed Rewards for Creative Writing
by: Liao, Jianxing, et al.
Published: (2025)
by: Liao, Jianxing, et al.
Published: (2025)
The Tower of Babel Revisited: Multilingual Jailbreak Prompts on Closed-Source Large Language Models
by: Huang, Linghan, et al.
Published: (2025)
by: Huang, Linghan, et al.
Published: (2025)
All Languages Matter: On the Multilingual Safety of Large Language Models
by: Wang, Wenxuan, et al.
Published: (2023)
by: Wang, Wenxuan, et al.
Published: (2023)
Self-Rewarding PPO: Aligning Large Language Models with Demonstrations Only
by: Zhang, Qingru, et al.
Published: (2025)
by: Zhang, Qingru, et al.
Published: (2025)
Similar Items
-
Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment
by: Yang, Wen, et al.
Published: (2025) -
Parallel Scaling Law: Unveiling Reasoning Generalization through A Cross-Linguistic Perspective
by: Yang, Wen, et al.
Published: (2025) -
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model
by: Li, Chong, et al.
Published: (2025) -
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions
by: Li, Chong, et al.
Published: (2024) -
ChineseWebText 2.0: Large-Scale High-quality Chinese Web Text with Multi-dimensional and fine-grained information
by: Zhang, Wanyue, et al.
Published: (2024)