Method: Character & Word BiLSTM Encoder - Task 3 - Key Information Extraction - ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

method: Character & Word BiLSTM Encoder2020-02-20

Authors: Thibault Douzon

Affiliation: LIRIS / ESKER

Description: Character wise biLSTM to create word embeddings. Word wise biLSTM to classify each word into a category.

G. Lample, M. Ballesteros, S. Subramanian, K. Kawakami, and C. Dyer, “Neural Architectures for Named Entity Recognition,” arXiv:1603.01360 [cs], Apr. 2016.