CSE-NER: Financial News Entity Recognition
Named entity recognition for Colombo Stock Exchange news, trained on a hand-annotated corpus of Sri Lankan financial reporting. Extracts listed companies, ticker symbols, regulators, indices, and monetary amounts, which general-purpose models flatten into one label or miss entirely. The better of two fine-tuned transformers scores 0.921 F1 on a held-out test set.