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Invidious > Channel > NLP and CSS 201: Beyond the Basics

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YT 55 minutes 54 seconds
808 views Shared 2 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 12: Word Embeddings for Descriptive Corpus Analysis: Analogies, Polysemy, and Stability
YT 1 hour 5 seconds
1.5K views Shared 2 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 11: Processing Code-mixed Text
YT 1 hour 1 minute 44 seconds
687 views Shared 2 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 10: Estimating causal effects of aspects of language with noisy proxies
YT 56 minutes 50 seconds
319 views Shared 2 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 9: Aggregated Classification Pipelines: Propagating Probabilistic Assumptions
YT 59 minutes 23 seconds
2.2K views Shared 2 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 8: Preprocessing Social Media Text
YT 57 minutes 23 seconds
2.3K views Shared 2 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 7: Analyzing Conversations in Python Using ConvoKit
YT 57 minutes 47 seconds
1.4K views Shared 2 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 6: Moving from words to phrases when doing NLP
YT 1 hour 16 seconds
2.1K views Shared 3 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 5: BERT for Computational Social Scientists
YT 59 minutes 46 seconds
1.8K views Shared 3 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 4: Beyond the Bag Of Words: Text Analysis with Contextualized Topic Models
YT 1 hour 2 minutes 7 seconds
1.1K views Shared 3 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 3: Controlling for Text in Causal Inference with Double Machine Learning
YT 58 minutes 20 seconds
47K views Shared 3 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 2: Extracting Information from Documents
YT 1 hour 42 seconds
4.7K views Shared 3 years ago
NLP and CSS 201: Beyond the Basics
Tutorial 1: Comparing Word Embedding Models