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LayoutLMv2: Enhanced Document Understanding by Jing Wang is a document available to read on EtoBox.
What is LayoutLMv2: Enhanced Document Understanding about?
This document discusses LayoutLMv2, an improved version of LayoutLM that integrates visual information during pre-training using a two-stream multi-modal Transformer. LayoutLMv2 introduces new pre-training tasks like text-image alignment and matching to better capture cross-modality interaction. Experiment results show LayoutLMv2 outperforms LayoutLM and achieves state-of-the-art results on various document understanding tasks.
- Author
- Jing Wang
- Language
- EN