Search Results for author: Jinyang Tang

Found 2 papers, 1 papers with code

Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction

2 code implementations17 Oct 2023 Chong Zhang, Ya Guo, Yi Tu, Huan Chen, Jinyang Tang, Huijia Zhu, Qi Zhang, Tao Gui

However, BIO-tagging scheme relies on the correct order of model inputs, which is not guaranteed in real-world NER on scanned VrDs where text are recognized and arranged by OCR systems.

Entity Linking Key Information Extraction +9

LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding

no code implementations30 May 2023 Yi Tu, Ya Guo, Huan Chen, Jinyang Tang

LayoutMask can enhance the interactions between text and layout modalities in a unified model and produce adaptive and robust multi-modal representations for downstream tasks.

Document Image Classification document understanding +7

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