Social Aspects of Natural Language Processing
INFO 290: Special Topics in Information
Berkeley Summer 2024 CLASS HAS BEEN CANCELED! Apologies for this!
Lucy is leaving up this website in case the resources / readings are still useful for students (and anyone!) to self-study.
Course Overview
- 1
- Introduction
- 2
- Data and model pitfalls
- 3
- “Good” research practices
- 4
- Computational social science
- 5
- NLP for conversations
- 6
- NLP for communities
- 7
- Computational sociolinguistics
- 8
- Misinformation, factuality, & toxicity
- 9
- NLP for literature & history
- 10
- NLP for education & political science
- 11
- Quantifying bias across domains
- 12
- Biases in the LLM pipeline
- 13
- HCI & NLP
- 14
- NLP & HCI