FormNet: Beyond Sequential Modeling for Form-Based Document Understanding

1 · Google AI Research · April 20, 2022, 8:43 p.m.
Posted by Chen-Yu Lee and Chun-Liang Li, Research Scientists, Google Research, Cloud AI Team Form-based document understanding is a growing research topic because of its practical potential for automatically converting unstructured text data into structured information to gain insight about a document’s contents. Recent sequence modeling, which is a self-attention mechanism that directly models relationships between all words in a selection of text, has demonstrated state-of-the-art performance ...