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