ChemTables

Models evaluated in "ChemTables: A dataset for semantic classificationon tables in chemical patents"

1 dimensional model

Implementation of Table-BERT

2 dimensional models

Implementation of TabNet and TBResNet

Baselines

Implementation of SVM and Naive Bayes baselines

Extract tables from XML-format patents

Name your downloaded patents in XML format with their patent IDs. Then wrap each individual patent with a folder named by its patent ID. Then run the following script

python extract_tables_from_xmls.py [xml_root] [output_path]