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🔗 Source: aclanthology.org
📊 Size: 377 KB
📄 Pages: 16 pages
⬇️ Downloads: 44

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Researchers propose QKConv, an unsupervised query enhanced approach for knowledge-intensive conversations, consisting of a query generator, knowledge selector, and response generator. QKConv is optimized through joint training, relying solely on dialogue context and target response, without requiring extra query annotations or knowledge provenances. Experiments on three datasets show QKConv outperforms all unsupervised methods and achieves competitive performance compared to supervised methods, with superior knowledge selection and robust knowledge utilization in response generation.

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Description

Researchers propose QKConv, an unsupervised query enhanced approach for knowledge-intensive conversations, consisting of a query generator, knowledge selector,...

Technical Information

  • File Format: PDF
  • File Size: 377 KB
  • Pages: 16
  • Language: EN
  • Total Downloads: 44
  • Last Updated: 1 month ago

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