xiliu-m

Would you like to share the parameter settings of each model?

2

when I ran each model, it's very hard to gain the approximate results. can you share your experience in parameter settings? many thanks!

mean_test_acc: 0.6740, mean_test_f1: 0.6105 parser.add_argument('--model_name', default='new6', type=str) parser.add_argument('--dataset', default='laptop', type=str, help='twitter, restaurant, laptop') parser.add_argument('--optimizer', default='adam', type=str) parser.add_argument('--initializer', default='xavier_uniform_', type=str) parser.add_argument('--learning_rate', default=1e-3, type=float, help='try 5e-5, 2e-5 for BERT, 1e-3 for others')...

10 fold cross validation test results

5

Hi I ran 10 fold cross validation test as shown in repo60,62, but gain lower results: twitter： learning rate 2e-5，mean_test_acc: 0.7095, mean_test_f1: 0.6925 learning rate 5e-5，mean_test_acc: 0.6259, mean_test_f1: 0.5539 restaurant：...

Would you like to share the parameter settings of each model?

1

Thanks！