Links

Language Assessment Journals

• Language Testing
• Language Assessment Quarterly
• Language Testing in Asia

Educational Measurement Journals

• Practical Assessment, Research & Evaluation (PARE)

NLP Lectures

• CMU CS 11-711, Fall 2021: Advanced NLP
• CMU CS 11-747, Spring 2021: Neural Networks for NLP
• Standford CS224n: Natural Language Processing with Deep Learning
• Standford CS224U: Natural Language Understanding
• CMU CS 11-777, Fall 2020, MultiModal Machine Learning
• 고려대학교 산업경영공학학부 DSBA연구실 (한국어 강의, Korean)

Language Assessment & Data Analysis Lectures

• Dr. Vahid Aryadoust’s Language Assessment & Technology Playlist
• Dr. Andy Field’s SPSS Tutorials

Mathematics

• 3Blue1Brown

Online Books

• Bird, S., Klein, E., & Loper, E. (2009), Natural language processing with python. O’Reilly Media Inc.
• Silge, J., & Robinson, D. (2017). Text mining with R: A tidy approach. O’Reilly Media, Inc.
• Gareth, J., Daniela, W., Trevor, H., & Robert, T. (2021). An introduction to statistical learning: with applications in R(2nd Ed.). Spinger.
• Tidy Modeling with R