Jia-Le Zhai

Enhancing Small Model Information Extraction with Few-Shot Data: A Dynamic Teaching Approach

Extracting structured information from massive unstructured texts is a key task for intelligent analysis and knowledge construction, but faces two challenges in low-annotation-resource scenarios: the high cost of obtaining high-quality labeled data and the prevalence of domain-specific terminology and complex semantic...