Utilizing Pre-trained and Large Language Models for 10-K Items Segmentation

Hsin-Min Lu, Yu-Tai Chien, Huan-Hsun Yen +1

Extracting specific items from 10-K reports is challenging due to variations in document formats and item presentation. To improve over traditional rule-based approaches, this stud…