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Biye Li

2 accepted papers

2026

CultureRL: Internalizing Cultural Principles in Large Language Models via Norm-Driven Reinforcement Learning

AAAI 2026technical

As large language models (LLMs) are increasingly deployed across culturally diverse regions, ensuring that their responses align with users’ cultural norms has become a critical challenge. Existing approaches to cultural alignment primarily rely on prompting or data-augmentation-based supervised fin

Cited by 0SourcePDFScholar
2025

Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment

NeurIPS 2025poster

Personalized alignment is essential for enabling large language models (LLMs) to engage effectively in user-centric dialogue. While recent prompt-based and offline optimization methods offer preliminary solutions, they fall short in cold-start scenarios and long-term personalization due to their inh…

Cited by 0SourceScholar