Patent Issued for Systems and methods for natural language processing (USPTO 121 35936)
自然语言处理系统和方法专利（USPTO 121 35936）
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摘要
专利号12135936转让给Capital One Services LC(McLean,Virginia,United States)。以下引文是新闻编辑从新闻编辑提供的背景资料中获得的发明人：“使用现有的天然La Nguage Processing(NLP)模型对文档进行分类具有限制。一个特定的词或短语在不同的上下文中可能有不同的含义，但现有的自然语言处理模型没有考虑不同的上下文，从而降低了它们的准确性。这特别当与CL分类有关的某个词或短语是contranym或同音异义：与分类关系不大的事物
Abstract
Patent number 12135936 is assigned to Capital One Services LLC (McLean, Virginia , United States).The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “Classifying documents using existing Natural La nguage Processing (NLP) models haslimitations. A given word or phrase may have different meanings in different contexts, but existing NLPmodels do not take di fferent contexts into account, thereby reducing their accuracy. This is particul arlyimpactful to modeling efforts when a certain word or phrase related to a cl assification is a contranym orhomonym to something with little relation to the classification.
Key words
Business/Capital One Services LLC/Cybo rgs/Emerging Technologies/Machine Learning/Natural Language Processing
NETL
NSTL