paper code https://arxiv.org/abs/2306.15978
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition
The dataset is opensource as following: https://huggingface.co/datasets/ganchengguang/Sentence-Classification-and-NER-Mix-Datasets-SCNM
You need change Transformer code with our to use Constraint Mechanism. please must use transformers 4.19.2 version. And replace the modeling_transformer_t5 three py file of origin transformers's code.
And Incremental Learning is use no predict setep fine-tune code.
Requiment
CUDA 11.6
torch 1.13.1+cu116
torchaudio 0.13.1+cu116
torchvision 0.14.1+cu116
transformers 4.19.2
pandas 1.4.4
scikit-learn 1.1.2