Lecture

• Introduction to Information Retrieval book (Manning et al., 2008):
  • Chapter 6: Scoring, term weighting & the vector space model
• Lecture slides (see also the website of the course)::
  • Vector space model (slides Arguello)
  • Distributed word representations for information retrieval
• Lecture recordings from spring 2019:
  • Week 5
    
  • There was no lecture on distributed representations in spring 2019.
    

Seminars

• Google Colaboratory code

Useful resources for the term project

The Gensim library

• The models.tfidfmodel module for ranked retrieval using the tf-idf model.
• The similarities.termsim module for modeling word similarity in the tf-idf model.