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wenwenyu / PICK-pytorch

Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)
https://arxiv.org/abs/2004.07464
MIT License
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Pre-training for the encoders #123

Open AbhishekBose opened 1 year ago

AbhishekBose commented 1 year ago

I am training PICK on a privately annotated invoice dataset. At the moment LayoutLM V2's performance seems to be better than PICK. Will pre-training the encoders help? I am seeing that the resnet50 being used in pick has been modified. Can somebody suggest what would be the best method to boost a bit of performance? At the moment my training samples are less than 1000. Almost similar to SROIE.