2025
Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation
COLING 2025industry
Page Stream Segmentation (PSS) is critical for automating document processing in industries like insurance, where unstructured document collections are common. This paper explores the use of large language models (LLMs) for PSS, applying parameter-efficient fine-tuning to real-world insurance data.…