To tackle this problem effectively we define subtasks that take us from paper to results.
we introduce the AXCELL pipeline that consists of the following subtasks: (i) table type classification, identifying whether a table in a paper has relevant results; (ii) table segmentation, segmenting and classifying table cells according to whether they hold metrics, datasets, models, etc.