Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution.
Jiapeng WangChongyu LiuLianwen JinGuozhi TangJiaxin ZhangShuaitao ZhangQianying WangYaqiang WuMingxiang CaiPublished in: AAAI (2021)
Keyphrases
- information extraction
- real world
- synthetic datasets
- linear equations
- case study
- visual features
- synthetic data
- machine learning
- wide range
- free text
- visual information
- data sets
- visual perception
- closed form
- conditional random fields
- structured data
- low level
- neural network
- database
- question answering
- benchmark datasets
- named entities
- natural language processing
- semi structured
- precision and recall
- real life
- optimal solution
- relation extraction