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ZHAOTING / dialog-processing

NLG and NLU for dialogue processing
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Implement of Two-Step VHRED #5

Closed YingyWang closed 3 years ago

YingyWang commented 3 years ago

Hi, I found there were some comparative experiments between your VHRED lgm model and Two-Step VHRED model (Qiu et al. , 2019). Did u release the implement of the Two-Step VHRED model？I can't found in the folder “dialog-processing/src/model/response_gen_multi_response/”. Looking forward to your reply! Thank u!

ZHAOTING commented 3 years ago

Hi @YingyWang , the two-step vhred corresponds to src/response_gen_multi_response/vhred_multi_avg.py. Please notice that it only implements the MBoW part, since I found details of other parts in the original paper not sufficient for re-implementation. And according to the reported results in the paper, the model with only MBoW (which is referred to as "Ours-First" in the paper) has presented decent performance.

YingyWang commented 3 years ago

Hi @YingyWang , the two-step vhred corresponds to src/response_gen_multi_response/vhred_multi_avg.py. Please notice that it only implements the MBoW part, since I found details of other parts in the original paper not sufficient for re-implementation. And according to the reported results in the paper, the model with only MBoW (which is referred to as "Ours-First" in the paper) has presented decent performance.

Thanks a lot~~~