Tianbo Zhang

Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning

Relation Extraction (RE) is a key task in table understanding, aiming to extract semantic relations between columns. However, complex tables with hierarchical headers are hard to obtain high-quality textual formats (e.g., Markdown) for input under practical scenarios like webpage screenshots and sca…