Completed
CMU Advanced NLP 2021 (1): Introduction to NLP
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
CMU Advanced Natural Language Processing 2021
Automatically move to the next video in the Classroom when playback concludes
- 1 CMU Advanced NLP 2021 (1): Introduction to NLP
- 2 CMU Advanced NLP 2021 (2): Text Classification
- 3 CMU Advanced NLP 2021 (3): Language Modeling and Neural Networks
- 4 CMU Advanced NLP 2021 (4): Text Classification
- 5 CMU Advanced NLP 2021 (5): Recurrent Neural Networks
- 6 CMU Advanced NLP 2021 (6): Conditional Generation
- 7 CMU Advanced NLP 2021 (7): Attention
- 8 CMU Advanced NLP 2021 (8): Pre-training Methods
- 9 CMU Advanced NLP 2021 (9): Multi-task, Multi-domain, and Multi-lingual Learning
- 10 CMU Advanced NLP 2021 (10): Prompting + Sequence-to-sequence Pre-training
- 11 CMU Advanced NLP 2021 (11): Interpreting and Debugging NLP Models
- 12 CMU Advanced NLP 2021 (12): Word Segmentation and Morphology
- 13 CMU Advanced NLP 2021 (13): NLP Experimentation
- 14 CMU Advanced NLP 2021 (14): Syntactic Parsing 1
- 15 CMU Advanced NLP 2021 (15): Syntactic Parsing 2
- 16 CMU Advanced NLP 2021 (16): Semantic Parsing
- 17 CMU Advanced NLP 2021 (17): Text-based QA
- 18 CMU Advanced NLP 2021 (18): Dialog
- 19 CMU Advanced NLP 2021 (19): Bias, Fairness, and Computational Social Science
- 20 CMU Advanced NLP 2021 (20): Learning From/For Knowledge Bases
- 21 CMU Advanced NLP 2021 (21): Document-level Modeling
- 22 CMU Advanced NLP 2021 (22): Reinforcement Learning and Structured Learning Algorithms
- 23 CMU Advanced NLP 2021 (23): Latent Variable Models
- 24 CMU Advanced NLP 2021 (24): Adversarial Learning