25  Linguistic Parsing

25.1 Objectives

• What is “NLP” and how does it differ from what we have covered so far?
• Part of speech tagging
• Different schemes for part of speech tagging
• Differentiating homographs based on POS
• POS tagging in other languages
• Named Entity Recognition
• Noun phrase extraction
• Dependency parsing to extract syntactic relations

25.2 Methods

Applicable methods for the objectives listed above.

25.3 Examples

Examples of each of the above methods.

25.4 Issues

Alternative NLP tools. (Here we focus on spacyr.)

Other languages.

Training new models.

25.5 Further Reading

Additional resources from libraries or the web.

25.6 Exercises

Add some here.