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NLP for Social Science

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Lecture Notes

Session 1 - Introduction to NLP for Social Science
Session 2: Traditional NLP Techniques and Text Preprocessing
Session 3: LLMs for Data Annotation and Classification
Session 4: Generative Explanations and Summaries in Social Science
Session 5: Advanced Applications of LLMs in Social Science Research

Extras

Extra 1: The Evolution and Impact of LLMs in Social Science Research
Extra 2: Text Representation and NLP Pipeline
Extra 3: Practical Considerations for Using LLMs in Social Science Research
Extra 4: Advanced Considerations for LLMs in Social Science Research

Labs

Lab Session 1: Introduction to NLP for Social Science
Lab Session 2: LLMs for Data Annotation and Classification
Lab Session 3: Applying Traditional NLP Techniques

Projects

NLP Analysis of Sierra Club Press Releases
Climate Risk Analysis of Sierra Club Press Releases

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By Young Joon Lee

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