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A Scalable Distributed Syntactic, Semantic and Lexical Language Model
 

Summary: A Scalable Distributed Syntactic,
Semantic and Lexical Language Model
Shaojun Wang
shaojun.wang@wright.edu
http://www.cs.wright.edu/~swang
Kno.e.sis Center
Department of Computer Science and Engineering
Wright State University
Joint work with Ming Tan, Wenli Zhou, Lei Zheng
Shaojun Wang, Kno.e.sis Center, Department of Computer Science and Engineering, Wright State University http://www.cs.wright.edu/~swang p.1/53
What is natural language?
Natural language is perhaps one of the most intriguing stochastic processes
Natural language encodes messages via complex, hierarchically organized
sequences.
The local lexical structure of the sequence conveys surface information, while
the syntactic structure, encoding long range dependencies, carries deeper
semantic information.
Shaojun Wang, Kno.e.sis Center, Department of Computer Science and Engineering, Wright State University http://www.cs.wright.edu/~swang p.2/53
Language modeling:
A density estimation problem

  

Source: Amir, Yair - Department of Computer Science, Johns Hopkins University

 

Collections: Computer Technologies and Information Sciences