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ddpt-policy-multiwoz21 – AI Model by ConvLab | AlphaNeural AI

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ConvLab/
ddpt-policy-multiwoz21

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dialogue policy

task-oriented dialog

ConvLab/multiwoz21

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ddpt-policy-sgd

This is a DDPT model (https://aclanthology.org/2022.coling-1.21/) trained on MultiWOZ 2.1

Refer to ConvLab-3 for model description and usage.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 64
seed: 1
optimizer: Adam
num_epochs: 40
use checkpoint which performed best on validation set

Framework versions

Transformers 4.18.0
Pytorch 1.10.2+cu111