BanTech Think Tank
Oct 29, 2025 · Artificial Intelligence
Systematic Evaluation of Interaction Capabilities for Large‑Model Applications
The paper presents a systematic testing framework for large‑model interaction capabilities, identifies five unique testing challenges, defines four core abilities (basic dialogue, information extraction, intent recognition, process decision), proposes a semantic‑vector automated verification method, and reports pilot results showing significant efficiency gains and defect detection improvements in a banking context.
Large Language ModelsTesting Frameworkautomated testing
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