metadata
license: mit
language:
- en
tags:
- political
- values
Dataset Card for allsides-8values
The allside-8values dataset is collected and used in the work of 'Fine-Grained Interpretation of Political Opinions in Large Language Models'.
Source Data: The dataset is extracted from Allsides across different domain dimensions (based on a fine-grained 8-values scheme).
Exploratory Data Analysis
The synthetic dataset can be constructed using this dataset and a given LLM (e.g., GPT-4o). Below is the EDA of constructed dataset.
- Civil 30.97%
- Economic 25.78%
- Diplomatic 22.92%
- Social 20.33%
LLM generated answer length by dimensions.
| Dim | Length_mean | Length_median | Length_std | Length_min | Length_max |
|---|---|---|---|---|---|
| Civil | 708.80 | 712.0 | 40.51 | 334 | 818 |
| Diplomatic | 706.55 | 708.0 | 35.49 | 487 | 808 |
| Economic | 694.14 | 696.0 | 35.54 | 548 | 807 |
| Social | 702.93 | 708.0 | 42.31 | 414 | 826 |
LLM generated answer length by left/right leanings.
| OPN | Length_mean | Length_median | Length_std |
|---|---|---|---|
| Left | 707.63 | 711.0 | 39.63 |
| Right | 699.00 | 702.0 | 37.83 |
Acknowledgement
We thank the anonymous reviewers for their valuable comments.