Financial Report

Financial reports, crucial for understanding company performance, are increasingly analyzed using advanced natural language processing (NLP) techniques. Current research focuses on improving question answering systems, risk classification, and information extraction from these often lengthy and complex documents, employing models like BERT, LLMs, and various deep learning architectures. These advancements aim to enhance the efficiency and accuracy of financial analysis, supporting better investment decisions and regulatory oversight. The development of explainable AI models is also a key focus, increasing transparency and trust in automated financial assessments.