Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots
Table 5: hits@1 results of transfer tests on the DIM model.
['TrainTest', 'Original', 'Revised']
Transfer tests were conducted by training and evaluating the DIM model using mismatched types of personas. It shows that the DIM model achieved a better performance when testing on the same type of personas as training. Meanwhile, the model trained on the revised personas and tested on the original personas achieved less loss than the ones trained on the original personas and tested on the revised personas, which shows that the revised personas can provide a better generalization ability to the DIM model than the original ones.