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METHOD FOR MODELING USER PATTERNS TO ENHANCE RECOGNITION OF NAMED ENTITY AND NAMED ENTITY LIST GENERATOR

机译:建模用户模式以增强对命名实体和命名实体列表生成器的识别的方法

摘要

PURPOSE: A method for modeling user patterns to enhance recognition of a named entity and a named entity list generator are provided to reduce perplexity and increase accuracy by remarkably reducing an out-of-vocabulary rate. CONSTITUTION: The named entity list generator includes a named entity identifier(204) and an analyzer(216). The named entity identifier receives information partially matched with a specified user group from multiple different sources and identifies the named entities in the information. The analyzer obtains a group-specific named entity list and associated probabilities by calculating the probabilities associated with the identified named entities.
机译:目的:提供一种用于对用户模式进行建模以增强对命名实体的识别的方法和命名实体列表生成器,以通过显着降低语出率来减少困惑并提高准确性。构成:命名实体列表生成器包括命名实体标识符(204)和分析器(216)。命名实体标识符从多个不同的来源接收与指定用户组部分匹配的信息,并在信息中标识命名实体。分析器通过计算与所标识的命名实体关联的概率来获取特定于组的命名实体列表和关联的概率。

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