Incremental Semantics for Dialogue Processing: Requirements, and a Comparison of Two Approaches

Incremental Semantics for Dialogue Processing: Requirements, and a Comparison of Two Approaches
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对话处理的增量语义:要求以及两种方法的比较

DOI:
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发表时间:
2015
期刊:
International Conference on Computational Semantics
影响因子:
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通讯作者:
J. Ginzburg
J. Ginzburg
中科院分区:
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文献类型:
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作者:
Julian Hough;C. Kennington;David Schlangen;J. Ginzburg

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真正的交互式对话系统需要至少在一个词一个词的基础上构建意义。我们提出了对话模型和系统的增量语义,迄今尚未彻底尝试的任务desiderata。在列出了所需的属性,我们说明了他们是如何满足目前的方法,比较两个增量语义处理框架:动态递归丰富的类型理论与记录(DS-TTR)和鲁棒最小递归语义增量处理(RMRS-IP)。我们得出结论,这些方法是没有显着不同的关于他们的语义表示建设,但他们声称的作用,语义模型和对话模型是他们的分歧。
Truly interactive dialogue systems need to construct meaning on at least a word-byword basis. We propose desiderata for incremental semantics for dialogue models and systems, a task not heretofore attempted thoroughly. After laying out the desirable properties we illustrate how they are met by current approaches, comparing two incremental semantic processing frameworks: Dynamic Syntax enriched with Type Theory with Records (DS-TTR) and Robust Minimal Recursion Semantics with incremental processing (RMRS-IP). We conclude these approaches are not significantly different with regards to their semantic representation construction, however their purported role within semantic models and dialogue models is where they diverge.
DOI: --
发表时间: 2014
期刊: EACL 2014 Workshop on Type Theory and Natural Language Semantics (TTNLS)
影响因子: --
作者:
Hough J
通讯作者: Hough J
从儿童导向的对话话语中进行增量语法归纳
DOI: --
发表时间: 2013
期刊: 4th Annual Workshop on Cognitive Modeling and Computational Linguistics (CMCL)
影响因子: --
作者:
Eshghi A
通讯作者: Eshghi A