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Seq2Seq-DU

This work is published as "A Sequence-to-Sequence Approach to Dialogue State Tracking" (ACL 2021)

How to run

Three example scripts are provided for how to use Seq2Seq-DU. train.sh will train a simpler model, test.sh will predict dialogue state on the test dataset, and eval.sh will evaluate the performance.

Requirements

1.absl-py (for tests)
2.fuzzywuzzy
3.numpy
4.six
5.tensorflow

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