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.