2 papers
cs.AI2026
Noise-Robust Financial Numerical Entity Attribute Tagging
Hsin-Min Lu, Sheng-Hua Tsai, Chen-Yang Lai +2
Financial Numerical Entity (FNE) understanding aims to recover the meaning of numerical mentions in financial reports. Existing studies focus on concept name prediction and face tw…
q-fin.GN2025
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…