savasy/cmpe346

Natural Language Processing

Jupyter Notebook

CMPE 346 Natural Language Processing

NLP topics to be covered

Tokenization
Parsing
Ngrams
Named-Entity Recognition
Text Classification
Semantic Labeling
Summarizaiton
Chatbots & Coversational AI
Word & Sentence Embeddings
Transformers
BERT and GPTs

Grading Scheme

Report Preparation and/or Presentation 10
Project 30
Midterm(s) 25
Final exam 35

Book 1 for Slides https://web.stanford.edu/~jurafsky/slp3/

Book 2 NLTK for Lab Exercises http://www.nltk.org/book/

Course Bilgi ECTS info

https://ects.bilgi.edu.tr/Course/Detail?Catalog_CourseId=11813581