ML Wiki
Machine Learning Wiki - A collection of ML concepts, algorithms, and resources.

Computational Linguistics

Computational Linguistics

Computational linguistics (CL) is a discipline between linguistics and computer science which is concerned with the computational aspects of the human language faculty.

  • It belongs to the cognitive sciences and overlaps with the field of Artificial intelligence
  • Computational linguistics has applied and theoretical components.

What’s the difference between NLP and Computational Linguistics?

CL:

  • using computers for linguistic theory
  • CL is a branch of Linguistics

NLP

  • engineering a text processing application to solve particular task for particular reason
  • NLP is a branch of Machine Learning, Statistics and engineering
  • usually follows empirical approaches: collecting and analyzing lots of text data
  • usually they are Shallow Models (see Linguistic Models)

Sources