Re:What's so hard about PDF text extraction?
by tastyminerals on Wednesday March 04, 2020 @01:35AM
(#22481654)
NLP algorithms are just fine. It is the combination of regexes, NLP and deep learning that allows you to achieve good extraction results. So, basically OCR / pdf parser -> jpeg/xml/json -> regexes + NLP / DL extractor.
The basic issue imho is that NLP algorithms are very inaccurate even with perfect input. E.g. even with perfect input, they're maybe only 75% accurate. And even an a text-processing algorithm that's like 99.9% accurate will yield input to your NLP algorithms that's like 50% accurate, so any results will be mostly unusable.