Thanks for this. I have updated the broken links. While I do appreciate the role of a proper citation, I'm reluctant to do it for blog posts (as opposed to my actual papers) both because it's time consuming and because…
Nice! An excellent baseline, something to beat.
I didn’t try separating out tables because the total field isn’t actually “inside” the table in many cases. Certainly the other fields I want are not. pdfplumber seems mostly ok at extracting tokens. Sometimes it seems…
It’s not a binary classifier. Every invoice in the dataset has a total amount written somewhere on it. Accuracy here is whether the network chooses the correct token from each PDF.
Heh. It’s my work, so maybe I can clarify the goals. This is meant to be a proof of concept. I took a week and was able to show that relatively simple deep learning techniques are capable of generalizing over unseen…
God no, don't do it in git. Otherwise no one outside of developers will ever look at it, and the whole point (as I understand it) is to bridge the tech, law, and politics worlds. So some of the primary users aren't…
Thanks for this. I have updated the broken links. While I do appreciate the role of a proper citation, I'm reluctant to do it for blog posts (as opposed to my actual papers) both because it's time consuming and because…
Nice! An excellent baseline, something to beat.
I didn’t try separating out tables because the total field isn’t actually “inside” the table in many cases. Certainly the other fields I want are not. pdfplumber seems mostly ok at extracting tokens. Sometimes it seems…
It’s not a binary classifier. Every invoice in the dataset has a total amount written somewhere on it. Accuracy here is whether the network chooses the correct token from each PDF.
Heh. It’s my work, so maybe I can clarify the goals. This is meant to be a proof of concept. I took a week and was able to show that relatively simple deep learning techniques are capable of generalizing over unseen…
God no, don't do it in git. Otherwise no one outside of developers will ever look at it, and the whole point (as I understand it) is to bridge the tech, law, and politics worlds. So some of the primary users aren't…