Finding Stakeholder-Material Information from 10-K Reports using Fine-Tuned BERT and LSTM Models

Victor Zitian Chen

All public companies are required by federal securities law to disclose their business and financial activities in their annual 10-K reports. Each report typically spans hundreds o…