Improving Entity Extraction with Structured Decoding: A Novel Approach Using Large Language Models

This research explores a novel decoding mechanism for complex entity extraction, leveraging the power of large language models. The structure-aware approach promises to improve accuracy and efficiency in identifying and classifying entities within text data.

• •Focuses on improving entity extraction from text.
• •Utilizes large language models.
• •Employs structure-aware decoding.