Completed
CMU Neural Nets for NLP 2021 (1): Introduction
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Neural Networks for Natural Language Processing 2021
Automatically move to the next video in the Classroom when playback concludes
- 1 CMU Neural Nets for NLP 2021 (1): Introduction
- 2 CMU Neural Nets for NLP 2021 (2): Language Modeling, Efficiency/Training Tricks
- 3 CMU Neural Nets for NLP 2021 (3): Building A Neural Network Toolkit for NLP, minnn
- 4 CMU Neural Nets for NLP 2021 (4): Efficiency Tricks for Neural Nets
- 5 CMU Neural Nets for NLP 2021 (5): Recurrent Neural Networks
- 6 CMU Neural Nets for NLP 2021 (6): Conditioned Generation
- 7 CMU Neural Nets for NLP 2021 (7): Attention
- 8 CMU Neural Nets for NLP 2021 (8): Distributional Semantics and Word Vectors
- 9 CMU Neural Nets for NLP 2021 (9): Sentence and Contextual Word Representations
- 10 CMU Neural Nets for NLP 2021 (11): Structured Prediction with Local Independence Assumptions
- 11 CMU Neural Nets for NLP 2021 (10): Debugging Neural Nets (for NLP)
- 12 CMU Neural Nets for NLP 2021 (12): Model Interpretation
- 13 CMU Neural Nets for NLP 2021 (13): Generating Trees and Graphs
- 14 CMU Neural Nets for NLP 2021 (14): Margin-based and Reinforcement Learning for Structured Prediction
- 15 CMU Neural Nets for NLP 2021 (15): Sequence-to-sequence Pre-training
- 16 CMU Neural Nets for NLP 2021 (16): Machine Reading w/ Neural Nets
- 17 CMU Neural Nets for NLP 2021 (17): Neural Nets + Knowledge Bases
- 18 CMU Neural Nets for NLP 2021 (18): Advanced Search Algorithms
- 19 CMU Neural Nets for NLP 2021 (19): Adversarial Methods
- 20 CMU Neural Nets for NLP 2021 (20): Models w/ Latent Random Variables
- 21 CMU Neural Nets for NLP 2021 (21): Multilingual Learning
- 22 CMU Neural Nets for NLP 2021 (22): Bias in NLP
- 23 CMU Neural Nets for NLP 2021 (23): Document-level Models
