Retrieval‑Augmented Model Enhances TRIZ‑Based Patent Entity Recognition

The retrieval-augmented model outperforms traditional TRIZ-based patent entity recognition methods by integrating dynamic contextual data during analysis. Traditional approaches rely on static rule-based systems or limited training datasets, which struggle with evolving patent terminology and…