Evaluation is all you need. Prompting Generative Large Language Models for Annotation Tasks in the Social Sciences. A Primer using Open Models.
Maximilian WeberMerle ReichardtPublished in: CoRR (2024)
Keyphrases
- language model
- social sciences
- probabilistic model
- statistical language models
- smoothing methods
- language modelling
- relevance model
- language modeling
- translation model
- generative model
- query expansion
- language models for information retrieval
- computer science
- retrieval model
- ir models
- n gram
- information science
- metadata
- pseudo relevance feedback
- artificial intelligence
- text mining
- active learning
- digital libraries
- feature selection