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Implementing seq2seq model from "Key-Value Retrieval Networks for Task-Oriented Dialogue".

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parkervg/kv-retrieval-net

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Key-Value Retrieval Network

https://arxiv.org/pdf/1705.05414.pdf

Check out the demo of this model at https://parkervg.github.io/kv-retrieval-demo/

Dataset Notes

  • Collected using Wizard-of-Oz scheme
  • Driver and Car Assistant modes
  • Presented task, e.g. You want to find what the temperature is like in San Mateo over the next two days
  • "We store every entry of our KB using a (subject, relation, object) representation"
  • Every KB has at most 230 normalized triples

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Implementing seq2seq model from "Key-Value Retrieval Networks for Task-Oriented Dialogue".

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