Reproducibility is not construct validity: LLM measurement of institutionally situated communication
cs.AI, cs.CL, cs.CY, q-fin.RM
Submitted: 2026-09-17
Updated: 2026-09-17
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation
- How to Make Causal Inferences Using Texts
- Adapting Text Embeddings for Causal Inference
- Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates
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