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I’ve been looking at this https://freeling-user-manual.readthedocs.io/en/v4.2/modules/splitter/ https://freeling-user-manual.readthedocs.io/en/v4.2/modules/...
by alchemist1e9 3y ago
I’ve been looking at this
https://freeling-user-manual.readthedocs.io/en/v4.2/modules/splitter/ https://freeling-user-manual.readthedocs.io/en/v4.2/modules/...
at the freeling library in general, also spaCy and NLTK. The chunking algorithms being used in the likes of LangChain are remarkably bad surprisingly.
There is also
https://github.com/Unstructured-IO/unstructured https://github.com/Unstructured-IO/unstructured
But I don’t like it, can’t explain why yet.
My intuition is that 1st step is clean sentences and paragraphs and titles/labels/headers. Then probably an LLM can handle outlining and table of contents generation using a stripped down list of objects in the text.
BRIO/BERT summarization could also have a role of some type.
Those are my ideas so far.