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  • 标题:Incremental Parsing Models for Dialog Task Structure
  • 本地全文:下载
  • 作者:Srinivas Bangalore ; Amanda Stent
  • 期刊名称:Conference on European Chapter of the Association for Computational Linguistics (EACL)
  • 出版年度:2009
  • 卷号:2009
  • 出版社:ACL Anthology
  • 摘要:In this paper, we present an integrated model of the two central tasks of dialog management: interpreting user actions and generating system actions. We model the interpretation task as a classiÞcation problem and the generation task as a prediction problem. These two tasks are interleaved in an incremental parsing-based dialog model. We compare three alternative parsing methods for this dialog model using a corpus of human-human spoken dialog from a catalog ordering domain that has been annotated for dialog acts and task/subtask information. We contrast the amount of context provided by each method and its impact on performance.
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