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6.864先进的自然语言处理(麻省理工)

6.864 Advanced Natural Language Processing (MIT)
课程网址: http://ocw.mit.edu/courses/electrical-engineering-and-computer-sc...  
主讲教师: Prof. Michael Collins; Prof. Regina Barzilay
开课单位: 麻省理工学院
开课时间: 2005-01-01
课程语种: 英语
中文简介:
本课程是自然语言处理的研究生入门 - 从计算的角度研究人类语言。它涵盖了句法,语义和语篇处理模型,强调机器学习或基于语料库的方法和算法。它还涵盖了这些方法和模型在语法分析,信息提取,统计机器翻译,对话系统和摘要中的应用。该主题有资格作为人工智能和应用浓度主题。
课程简介: This course is a graduate introduction to natural language processing - the study of human language from a computational perspective. It covers syntactic, semantic and discourse processing models, emphasizing machine learning or corpus-based methods and algorithms. It also covers applications of these methods and models in syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization. The subject qualifies as an Artificial Intelligence and Applications concentration subject.
关 键 词: 自然语言; 计算的角度; 句法分析; 语法、语义和语篇处理模型; 人工智能及应用综合
课程来源: 麻省理工学院公开课
最后编审: 2020-10-01:yumf
阅读次数: 115