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Improving Long Document Topic Segmentation Models With ... - arXiv

: Using tools like Papers-to-Posts to translate high-density scientific insights into accessible, long-form content. CTFNSCzip

: Newer paradigms like FASTopic use pretrained Transformers to discover latent topics efficiently, which is critical when processing the "long paper" format. Improving Long Document Topic Segmentation Models With

Research in this field typically addresses the challenges of , particularly where large volumes of scientific or technical data are stored in ZIP archives. CTFNSCzip

Key papers on this topic often propose multi-step pipelines to handle the complexity of long-form data: