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Linxu Li

2 accepted papers

2025

Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning

ACL 2025finding

In recent years, large language models (LLMs) have achieved breakthrough progress in many dialogue generation tasks. However, their lack of emotion and fine-grained role awareness limits the model’s ability to provide personalized and diverse interactions further. Current methods face high costs in…

Cited by 0SourcePDFScholar
2025

SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback

ICLR 2025poster

RAG systems consist of multiple modules to work together. However, these modules are usually separately trained. We argue that a system like RAG that incorporates multiple modules should be jointly optimized to achieve optimal performance. To demonstrate this, we design a specific pipeline called Sm…

Cited by 4SourcePDFScholar