Tutorial
10
Tutorial IV: Scaling and refining
IfPuK | AICA
Syllabus
Introduction
1
Hello
2
Refresher
State of the Art
3
State of the art I (Pioneers)
4
State of the art II (Communication Research)
5
State of the art III (Sociology & Political Science)
6
State of the art IV (Questions and ideas)
Tutorial
7
Tutorial I: Intro
8
Tutorial II: Calling the LLM
9
Tutorial III: Standardization
10
Tutorial IV: Scaling and refining
11
Tutorial V: Performance evaluation
Application
Results
References
Table of contents
10.1
Virtual RStudio
10.2
Materials for this session
Tutorial
10
Tutorial IV: Scaling and refining
10
Tutorial IV: Scaling and refining
10.1
Virtual RStudio
https://simplevm-proxy.bihealth.org/causalmink_100/
10.2
Materials for this session
Advice for building content analysis prompts:
(
Törnberg, 2024, pp. 74–75
)
Get started with purrr:
Vignette
Törnberg, P. (2024). Best practices for text annotation with large language models.
Sociologica
,
18
(2), 67–85.
https://doi.org/g9vgm7
9
Tutorial III: Standardization
11
Tutorial V: Performance evaluation
