Faxin Lin

Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training

Information Extraction (IE), aiming to extract structured information from unstructured natural language texts, can significantly benefit from pre-trained language models. However, existing pre-training methods solely focus on exploiting the textual knowledge, relying extensively on annotated large-…