2 papers
cs.CL2026
Which Part of the Context Layer Does the Work? Separating Semantic Content from Retrieval Scaffolding in Text-to-SQL Agents
Qing Ye
Context layers, curated documentation that an analytics agent fetches at query time, produce large accuracy gains on text-to-SQL benchmarks. A with/without comparison cannot say wh…
cs.MA2026
Agent Contracts: A Formal Framework for Resource-Bounded Autonomous AI Systems
Qing Ye, Jing Tan
The Contract Net Protocol (1980) introduced coordination through contracts in multi-agent systems. Modern agent protocols standardize connectivity and interoperability; yet, none p…