Natural Language Processing Succinctly

简介:
基于机器学习的现代自然语言处理 (NLP) 技术从根本上提高了软件识别模式的能力,使用上下文来推断含义,并准确地从结构不良的文本中识别意图。
人工智能助手代表了一个重要的发展前沿。但是这种系统的复杂性给开发人员带来了巨大的障碍。本书将引导读者设计一个简单的系统,该系统可以解释并提供对书面英语文本的合理回应。有了这个基础,读者将准备好应对自然语言发展的更大挑战。读者探索精心挑选的例子,并扩展他们的机器知识,然后他们可以应用到一系列的挑战。
自然语言处理我们正在建设的提取句子提取单词标记实体识别知识库回答问题CloudmersiveGoogle Cloud NLP APIMicrosoft认知服务其他NLP用途摘要Penn Treebank标签通用POS标签关于代码
英文简介:
Modern Natural Language Processing (NLP) techniques based on machine learning radically improve the ability of software to recognize patterns, use context to infer meaning, and accurately discern intent from poorly-structured text.
AI assistants represent a significant frontier for development. But the complexities of such systems pose a significant barrier for developers. This book will guide readers through designing a simple system that can interpret and provide reasonable responses to written English text. With this foundation, readers will be prepared to tackle the greater challenges of natural language development. Readers explore carefully-chosen examples and expand their machine's knowledge which they can then apply to a range of challenges.
Natural Language ProcessingWhat We're BuildingExtracting SentencesExtracting WordsTaggingEntity RecognitionKnowledge BaseAnswering QuestionsCloudmersiveGoogle Cloud NLP APIMicrosoft Cognitive ServicesOther NLP UsesSummaryPenn Treebank TagsUniversal POS TagsAbout the Code
- 书名
- Natural Language Processing Succinctly
- 译名
- 简洁的自然语言处理
- 语言
- 英语
- 年份
- 2018
- 页数
- 95页
- 大小
- 3.82 MB
- 标签
- 自然语言处理
- 简明教程
- 下载
Natural Language Processing Succinctly.pdf
- 密码
- 65536
最后更新:2025-04-12 23:58:00
←Advancing Natural Language Processing in Educational Assessment