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Course Info

  • Course Number / Code:
  • 6.864 (Fall 2005) 
  • Course Title:
  • Advanced Natural Language Processing 
  • Course Level:
  • Graduate 
  • Offered by :
  • Massachusetts Institute of Technology (MIT)
    Massachusetts, United States  
  • Department:
  • Electrical Engineering and Computer Science 
  • Course Instructor(s):
  • Prof. Regina Barzilay
    Prof. Michael Collins 
  • Course Introduction:
  •  


  • 6.864 Advanced Natural Language Processing



    Fall 2005




    Course Highlights


    This course features complete lecture notes and a set of homework assignments.


    Course Description


    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.


    Technical Requirements


    Special software is required to use some of the files in this course: .gz, and .tar.

     

ACKNOWLEDGEMENT:
This course content is a redistribution of MIT Open Courses. Access to the course materials is free to all users.






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