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I05-1043.pdf
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🔗 Source: aclanthology.org
📊 Size: 499 KB
👤 Author: Matthias Denecke and Hajime Tsukada
⬇️ Downloads: 726

Summary

Matthias Denecke and Hajime Tsukada propose an instance-based approach to generate information-seeking questions in interactive restricted domain question answering systems, which combines features of question answering systems and spoken dialogue systems. The system draws knowledge from a database of unstructured text and interactively queries for more information in case of vague or ill-defined user queries. The authors address the problem of generating information-seeking questions in such systems, assuming the decision to ask a question is made outside of the module. They propose two example-based methods for generation, using an existing dialogue corpus to retrieve and modify appropriate questions, and describe two algorithms for instance-based natural language question generation. The approach is based on memory-based learning and case-based reasoning, and is the first work to address example-based generation of information-seeking questions in the absence of a structured back-end application.

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Matthias Denecke and Hajime Tsukada propose an instance-based approach to generate information-seeking questions in interactive restricted domain question...

Technical Information

  • File Format: PDF
  • File Size: 499 KB
  • Pages: 12
  • Language: EN
  • Author: Matthias Denecke and Hajime Tsukada
  • Total Downloads: 726
  • Last Updated: 2 hours ago

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