Published June 2, 2026
| Version v1.0.2-thesis
Software
Open
Assessing the Reliability of LLM Annotations in the Context of Demographic Bias and Model Explanation
Authors/Creators
- 1. Utrecht University
Description
Code and analysis comparing human annotators of varied demographics against demographically persona-prompted LLMs, using SHAP to attribute label decisions to specific text spans. Archived snapshot for the v1.0-thesis release accompanying the doctoral thesis Let Me Explain! Explainable NLP for Understanding Large Language Models (Utrecht University, 2026).
Files
Files
(347.4 kB)
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md5:61b9f33bdbeb0a4bdf2f105ba1cce5a9
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Additional details
Related works
- Is supplement to
- 10.18653/v1/2025.gebnlp-1.9 (DOI)