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Thanks for the kind words! We don't use XBRL at all. We did try it initially, but it was wildly inconsistent across companies. I think one of the things that wo

Thanks for the kind words! We don't use XBRL at all. We did try it initially, but it was wildly inconsistent across companies. I think one of the things that worked well for us was that we spent a lot of time at the initial stages of the pipeline (efficient sentence and word tokenization, span detection), that bode well for our models later on.

ZeroCool2u 5y ago
Thanks! This is similar to where I ended up landing as well. It turns out using a non-standardized standard format is practically worse than dealing with giant blobs of plain text!
- kbennatti 5y ago
  So true