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[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

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Thanks for the great project, however the license file was missing, I thought the appropriate license for the repository is MIT, feel free to correct me

Hi @yueyu1030 , Thanks for your great work. I wonder how to use your code on semi-supervised learning. I want to provide a small amount of gold data and a...

Traceback (most recent call last): File "main.py", line 113, in main(args) File "main.py", line 13, in main train_dataset, relation_labels, num_labels, id2label, label2id, train_size = load_and_cache_examples(args, tokenizer, mode="train") File "/Users/filzahamjad/Downloads/COSINE-main/data_loader_new.py", line...

According to the parameter configuration in the paper, I cannot get the results similar to those in the paper (the effect is very poor in the TREC data set, only...