Can Large Language Models Capture Public Opinion about Global Warming? An Empirical Assessment of Algorithmic Fidelity and Bias.
Sanguk LeeTai-Quan PengMatthew H. GoldbergSeth A. RosenthalJohn E. KotcherEdward W. MaibachAnthony LeiserowitzPublished in: CoRR (2023)
Keyphrases
- language model
- public opinion
- global warming
- language modeling
- environmental data
- probabilistic model
- information retrieval
- n gram
- social media
- energy saving
- sentiment analysis
- retrieval model
- document retrieval
- test collection
- query expansion
- carbon dioxide
- opinion mining
- vector space model
- language models for information retrieval
- energy consumption
- positive or negative
- document ranking
- query terms
- bayesian networks