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[ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach

Shell 2.13% Python 97.87%

acl2023 active-learning cold-start data-selection few-shot-learning fine-tuning language-model natural-language-processing nlp prompt-learning

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patron's Issues

pred_unlabeled_roberta-base_temp{template_id}.npy ，how to create？

rt

missing pred_labels.npy

pred_labels.npy seems not to be contained in the google drive folder

when executing python patron_sample.py --dataset agnews --k 50 --rho 0.01 --gamma 0.5 --beta 0.5, in Data Selection Pipeline, error is throwed below:

Traceback (most recent call last):
  File "patron_sample.py", line 205, in <module>
    train_emb, train_prompt_pred, train_label = load_data(args.dataset, args.model, template_id = args.template)
  File "patron_sample.py", line 94, in load_data
    train_label = np.load(path + "pred_labels.npy")
  File "/home/chen/miniconda3/envs/patron/lib/python3.8/site-packages/numpy/lib/npyio.py", line 405, in load
    fid = stack.enter_context(open(os_fspath(file), "rb"))
FileNotFoundError: [Errno 2] No such file or directory: 'agnews/pred_labels.npy'

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