2 papers
cs.CL2025
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning
Jianfeng Pan, Senyou Deng, Shaomang Huang
Research on LLM technologies is rapidly emerging, with most of them employ a 'fast thinking' approach to inference. Most LLMs generate the final result based solely on a single que…
cs.CL2025
CCoE: A Compact and Efficient LLM Framework with Multi-Expert Collaboration for Resource-Limited Settings
Shaomang Huang, Jianfeng Pan, Min Peng +1
Large Language Models (LLMs) have achieved exceptional performance across diverse domains through training on massive datasets. However, scaling LLMs to support multiple downstream…