Learning Semantic Parsers: A Constraint Handling Rule Approach

Learning Semantic Parsers: A Constraint Handling Rule Approach
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学习语义解析器:约束处理规则方法

DOI:
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发表时间:
2006
期刊:
International Conference on Logic Programming
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通讯作者:
Dulce Aguilar
Dulce Aguilar
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文献类型:
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作者:
Dulce Aguilar

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语义分析是将自然语言输入映射到表示其意义的结构中的过程。尽管这一过程对人类来说是自然和顺利的,但对机器来说却构成了一个巨大的问题。语义句法分析是一个极具挑战性和趣味性的问题,但研究严重不足。自然语言理解的研究大多集中在浅层语义分析(如词义消歧、格-角色分析等)上。以前的语义解析方法不够健壮,或者其适用性受到限制,因为它们被应用于语义解析简化为填充框架上的空位的简单领域。
Semantic parsing is the process of mapping a natural language input into some structure representing its meaning. Even though this process is natural and smooth for human beings, it constitutes a huge problem for a machine. Semantic parsing is a challenging and interesting problem that has been severely understudied. Most of the research in natural language understanding has focused on shallow semantic analysis (i.e. word sense disambiguation, case-role analysis, etc). Previous approaches to semantic parsing are not robust enough or are limited in its applicability because they are applied to simple domains where semantic parsing reduces to filling slots on a frame.
为有意定义的约束构建基于规则的求解器
DOI: 10.1007/978-3-540-92243-8_4
发表时间: 2008
期刊:
影响因子: --
作者:
Abdennadher
通讯作者: Abdennadher
事务逻辑中约束处理规则的统一语义
DOI: 10.1007/978-3-540-72200-7_18
发表时间: 2007
期刊:
影响因子: --
作者:
Meister;Djelloul
通讯作者: Djelloul