docling-project / docling-project/docling

Footnotes extraction for IEEE journals

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#1,151 2 comments 0 reactions 1 assignee Claimed by @nikos-livathinos View on GitHub
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Description

### Requested feature

...
Hello,

It looks like Docling doesn't recognize footnotes properly for some IEEE manuscripts. For example,
https://arxiv.org/pdf/2503.08661
https://arxiv.org/pdf/2503.08027
https://arxiv.org/pdf/2503.08609

Currently, Docling recognizes those as the main text usually. Please see attached.

Such manuscript templates are quite popular within the IEEE organization and contain important meta-information about the authors.
Would it be possible to retrain/fine-tune the model so that Docling would recognize those as footnotes? Thank you!

![Image](https://github.com/user-attachments/assets/395a528e-d55b-467f-96c1-1f50c6522d6f)

![Image](https://github.com/user-attachments/assets/4b2ad2ad-049b-4799-aae1-12bb66175214)

![Image](https://github.com/user-attachments/assets/4479411e-d98a-42a6-b6e0-fc28437df782)

### Alternatives

I tried to use a simple rule-based approach to check the font size, but unfortunately docling doesn't extract the font size. And it probably wouldn't be that reliable anyway.

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