watchog

This is the repo for the code of Watchog: A Light-weight Contrastive Learning based Framework for Table Understanding.

Run fine-tuning with contrastive learning

See run_supcl_train.py

Run fine-tuning for down-stream tasks

See run_finetune.py for semantic type detection and relationship extraction on full datasets (SATO and TURL). See run_finetune_small.py for sampled datasets and run_finetune_ssl.py for sampled datasets under semi-supervised setting.