NLP and CSS 201: Beyond the Basics
Tutorial 12: Word Embeddings for Descriptive Corpus Analysis: Analogies, Polysemy, and Stability
55:54
NLP and CSS 201: Beyond the Basics
Tutorial 11: Processing Code-mixed Text
1:00:05
NLP and CSS 201: Beyond the Basics
Tutorial 10: Estimating causal effects of aspects of language with noisy proxies
1:01:44
NLP and CSS 201: Beyond the Basics
Tutorial 9: Aggregated Classification Pipelines: Propagating Probabilistic Assumptions
56:50
NLP and CSS 201: Beyond the Basics
Tutorial 8: Preprocessing Social Media Text
59:23
NLP and CSS 201: Beyond the Basics
Tutorial 7: Analyzing Conversations in Python Using ConvoKit
57:23
NLP and CSS 201: Beyond the Basics
Tutorial 6: Moving from words to phrases when doing NLP
57:47
NLP and CSS 201: Beyond the Basics
Tutorial 5: BERT for Computational Social Scientists
1:00:16
NLP and CSS 201: Beyond the Basics
Tutorial 4: Beyond the Bag Of Words: Text Analysis with Contextualized Topic Models
59:46
NLP and CSS 201: Beyond the Basics
Tutorial 3: Controlling for Text in Causal Inference with Double Machine Learning
1:02:07
NLP and CSS 201: Beyond the Basics
Tutorial 2: Extracting Information from Documents
58:20
NLP and CSS 201: Beyond the Basics
Tutorial 1: Comparing Word Embedding Models
1:00:42