Week 12

Lecture 13: IE and Named Entities, Neural Language Models, Recurrent Neural Nets, 8 Nov.

Presentations

• Slides from lecture 9, from slide 53
• New slides

Recordings

• Named Entity Recognition
• Neural Language Models

Mandatory reading

Jurafsky and Martin, Speech and Language Processing, 3. ed. (edition of Sept. 2021!)

• Ch. 7 "Neural Networks and Neural Language Models"
  • Sec. 7.5-7.8
• Ch. 8
  • Sec. 8.3 Named Entities and Named Entity Tagging
  • Subsec 8.5.2 Featuers for CRF NER
  • Sec. 8.6 Evaluating NER
• Ch. 9 Deep Learning Architectures for Sequence Processing
  • Sec. 9.1-9.5

Lab-session, Thursday 11 November at Sed

• Program
• Help with Mandatory 3