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ltttpku / CMMP

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Global Prior in Default Setting #12

Closed kkayla99 closed 2 weeks ago

kkayla99 commented 3 weeks ago

Hello, I have a question regarding the global prior in the default setting:

self.global_prior = pickle.load(open(f'./pairwise_prior/setting={args.zs_type}_method=2_coord=1_k={args.n_gsp}.pkl','rb'))
parser.add_argument('--zs_type', type=str, default='unseen_verb', choices=['rare_first', 'non_rare_first', 'unseen_verb', 'unseen_object', 'uc0', 'uc1', 'uc2', 'uc3', 'uc4'])

Does this imply that when I train the model using the default setting, the global_prior will be loaded from the file named setting=unseen_verb_method=2_coord=1_k=10.pkl?

ltttpku commented 2 weeks ago

Hi, in this work, we focus on exploring various zero-shot settings. You can extract the global prior from the entire training set and adjust the corresponding parameters accordingly.