1) Ranking model: As the "retriever cells" contain many noises, we leverage a ranker model to predict the "correct" linked cells for the next stage.
this model takes each cell c along with its neighboring N c (cells in the same row) and feed them all into the cell encoder to obtain their representations {H c }.