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COMPLEX NATURAL LANGUAGE PROCESSING SYSTEM ARCHITECTURE

机译:复杂的自然语言处理系统架构

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The paper presents the main components of a complex natural Natural Language Processing System from the point of view of implementation point of view. Based on certain linguistic theoretical background, the system contains a Grammar Abstract Language (GRAALAN) that allows by its sections the description of some linguistic chapters: alphabet, syllabification, morphology, inflection rules, inflection forms, lexicon, syntax, bilingual lexical correspondences, bilingual morphological correspondences, and bilingual syntactic correspondences. A set of tools (like the GRAALAN compiler, inflection forms creation tool, lexicon creation tool, bilingual linguistic correspondences tool) helps the linguist to create a Linguistic Knowledge Base (LKB) that contains information about languages and about the correspondence between languages. The LKB is in XML format and therefore is compatible with a set of XML DTDs, one for each corresponding section from GRAALAN. Different linguistic applications can be developed using the knowledge from the LKB: morphological analyzers, grammar checkers, inflection applications, indexing/searching applications, lemmatizers, spellers, hyphenators, lexicons, lexical dictionaries, human assisted / computer assisted / automatic machine translation applications.
机译:本文从实现的角度来看,介绍了复杂的自然语言处理系统的主要组成部分。基于某些语言理论背景,该系统包含一个语法抽象语言(Graalan),它允许其部分描述某些语言章节:字母表,音节,形态,拐点,拐点,词典,语法,双语词汇相应,双语形态学对应和双语句法识别。一组工具(如Graalan编译器,interpect Forms创建工具,Lexicon创建工具,双语语言通信工具)有助于语言学家创建一个语言知识库(LKB),其中包含有关语言和语言之间的对应关系的语言知识库(LKB)。 LKB采用XML格式,因此与一组XML DTD兼容,一个用于来自Graalan的每个对应部分。可以使用来自LKB的知识来开发不同的语言应用:形态分析仪,语法检查,拐点应用,索引/搜索应用,lemmatizers,拼写器,拼写器,词汇,词汇词典,人类辅助/计算机辅助/自动机器翻译应用。

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