2 papers
cs.SE2026
From Language to Action: Enhancing LLM Task Efficiency with Task-Aware MCP Server Recommendation
Shiyu He, Zhiman Chen, Yuqi Zhao +3
The rapid expansion of the model context protocol (MCP) ecosystem enables large language model (LLM)-based agents to access a wide range of external tools via a standardized interf…
cs.AI2026
KGCE: Knowledge-Augmented Dual-Graph Evaluator for Cross-Platform Educational Agent Benchmarking with Multimodal Language Models
Zixian Liu, Sihao Liu, Yuqi Zhao
With the rapid adoption of multimodal large language models (MLMs) in autonomous agents, cross-platform task execution capabilities in educational settings have garnered significan…