We label about 300 Jarvix questions for label as following: ''' {"O":0, "I-Column": 1, "B-Column":2, "I-Operation":3, "B-Operation":4, "I-Restriction":5, "B-Restriction":6, "I-Pattern":7, "B-Pattern":8, "I-Others":9, "B-Others": 10} '''
Using mLuke to fine-tune the ner tag with command:
''' export TASK_NAME=ner
python fine_tune_mluke.py --validation_file data/valid.json --model_name_or_path studio-ousia/mluke-base --train_file data/train.json --task_name $TASK_NAME --max_length 128 --per_device_train_batch_size 32 --learning_rate 2e-5 --num_train_epochs 3 --output_dir /tmp/$TASK_NAME/ '''