2 papers
cs.AI2026
Noise-Robust Financial Numerical Entity Attribute Tagging
Hsin-Min Lu, Chen-Yang Lai, Yi-Jhen Li +1
Financial Numerical Entity (FNE) understanding aims to recover the meaning of numerical mentions in financial reports. Existing studies primarily focus on concept name prediction a…
q-fin.GN2026
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…