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COREFERENCE RESOLUTION IN AN AMBIGUITY-SENSITIVE NATURAL LANGUAGE PROCESSING SYSTEM

机译:歧义敏感自然语言处理系统中的中心分辨

摘要

Technologies are described herein for coreference resolution in an ambiguity-sensitive natural language processing system. Techniques for integrating reference resolution functionality into a natural language processing system can processes documents to be indexed within an information search and retrieval system. Ambiguity awareness features, as well as ambiguity resolution functionality, can operate in coordination with coreference resolution. Annotation of coreference entities, as well as ambiguous interpretations, can be supported by in-line markup within text content or by external entity maps. Information expressed within documents can be formally organized in terms of facts, or relationships between entities in the text. Expansion can support applying multiple aliases, or ambiguities, to an entity being indexed so that all of the possibly references or interpretations for that entity are captured into the index. Alternative stored descriptions can support retrieval of a fact by either the original description or a coreferential description.
机译:本文描述了用于在歧义敏感的自然语言处理系统中进行共指称解析的技术。用于将参考解析功能集成到自然语言处理系统中的技术可以处理要在信息搜索和检索系统中建立索引的文档。歧义意识功能以及歧义解决功能可以与共指解析协同工作。可以通过文本内容内的内联标记或外部实体映射来支持共引用实体的注释以及不明确的解释。文档中表达的信息可以根据事实或文本中实体之间的关系进行正式组织。扩展可以支持对要索引的实体应用多个别名或歧义,以便将该实体的所有可能的引用或解释捕获到索引中。替代的存储描述可以通过原始描述或核心描述来支持事实的检索。

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