Improving Information Extraction on Business Documents with Specific Pre-training Tasks

Author:

Douzon Thibault,Duffner Stefan,Garcia Christophe,Espinas Jérémy

Publisher

Springer International Publishing

Reference33 articles.

1. Denk, T.I., Reisswig, C.: BERTgrid: contextualized embedding for 2D document representation and understanding. arXiv:1909.04948 [cs], September 2019

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3. Gal, R., Ardazi, S., Shilkrot, R.: Cardinal graph convolution framework for document information extraction. In: Proceedings of the ACM Symposium on Document Engineering 2020, pp. 1–11. ACM, Virtual Event, CA, USA, September 2020. https://doi.org/10.1145/3395027.3419584. https://dl.acm.org/doi/10.1145/3395027.3419584

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5. Garncarek, L., Powalski, R., Stanisławek, T., Topolski, B., Halama, P., Graliński, F.: LAMBERT: layout-aware language modeling using BERT for information extraction. arXiv:2002.08087 [cs], March 2020

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