Xinji Mai麦新纪.

XINJI MAI / RESEARCH研究

When Small Models Team Up: A Weak-Expert Ensemble Surpassing LLMs for Automated Intellectual-Property AuditsWhen Small Models Team Up: A Weak-Expert Ensemble Surpassing LLMs for Automated Intellectual-Property Audits

Preprint2025

Xinji Mai, et al

Paper论文 ↗All publications全部论文
IPR-GPT multi-agent auditing framework with image intention, information, law, exemption, and comprehensive experts

Figure from the 图片来源：original paper原论文 ↗

A multi-agent audit framework combines specialized small models for automated intellectual-property audits.

将多个专门化小模型组合为多智能体审核框架，用于知识产权自动审核。

Xinji Mai, et al. "When Small Models Team Up: A Weak-Expert Ensemble Surpassing LLMs for Automated Intellectual-Property Audits." Preprint (2025).