( The University of Sheffield COM 4513 / 6513 )
This depository concludes the materials which is based on the Spring semester from 2020 to 2021. And the core materials on lectures are divided into these parts:
1.Introduction & Vector Representations of Text
2.Text Classification with Logistic Regression
3.Language Modelling
4.Sequence Labelling and Part-of-Speech Tagging
5.Dependency Parsing
6.Feedforward Neural Networks: Revisiting Word Vectors and Text Classification
7.Information Extraction and Ethics
8.Recurrent Neural Networks and Neural Language Modelling
9.Machine Translation
10.Transfer Learning for NLP
@All the knowledge rights are reserved by the owner of this course’s materials and Nikos Aletras at the University of Sheffield.