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Sep, 2011
学习基于依赖的组合语义
Learning Dependency-Based Compositional Semantics
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Percy Liang, Michael I. Jordan, Dan Klein
TL;DR
研究使用问题-回答对来学习语义解析器,其中逻辑形式被建模为潜变量,并提出了一种新的语义形式——基于依赖的组成语义学。该方法具有有利的语言学、统计和计算性质,并在两个标准语义解析基准测试中优于所有现有的最先进系统。
Abstract
Suppose we want to build a system that answers a
natural language question
by representing its semantics as a logical form and computing the answer given a structured database of facts. The core part of such a system is the
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