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- W2808093377 abstract "Classic pipeline models for task-oriented dialogue system require explicit modeling the dialogue states and hand-crafted action spaces to query a domain-specific knowledge base. Conversely, sequence-to-sequence models learn to map dialogue history to the response in current turn without explicit knowledge base querying. In this work, we propose a novel framework that leverages the advantages of classic pipeline and sequence-to-sequence models. Our framework models a dialogue state as a fixed-size distributed representation and use this representation to query a knowledge base via an attention mechanism. Experiment on Stanford Multi-turn Multi-domain Task-oriented Dialogue Dataset shows that our framework significantly outperforms other sequence-to-sequence based baseline models on both automatic and human evaluation." @default.
- W2808093377 created "2018-06-21" @default.
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- W2808093377 date "2018-08-01" @default.
- W2808093377 modified "2023-09-27" @default.
- W2808093377 title "Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation" @default.
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