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Found 5 papers, 4 papers with code
RoleInteract: Evaluating the Social Interaction of Role-Playing Agents
In this paper, we introduce RoleInteract, the first benchmark designed to systematically evaluate the sociality of role-playing conversational agents at both individual and group levels of social interactions.
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
Each component is implemented by a single LLM that focuses on a specific capability and collaborates with others to accomplish the task.
Knowledge Distillation for Closed-Source Language Models
The prior estimation aims to derive a prior distribution by utilizing the corpus generated by closed-source language models, while the posterior estimation employs a proxy model to update the prior distribution and derive a posterior distribution.
MCC-KD: Multi-CoT Consistent Knowledge Distillation
Large language models (LLMs) have showcased remarkable capabilities in complex reasoning through chain of thought (CoT) prompting.
AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression
To enhance the knowledge transfer of model reasoning and generalization, we further explore multi-view attribution distillation on all potential decisions of the teacher.
