Papers by Mabsur Fatin Bin Hossain
Who Holds the Pen? Caricature and Perspective in LLM Retellings of History (2025.emnlp-main)
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| Challenge: | Large language models are increasingly used to simulate human perspectives, authors say . authors: asymmetries in tone, stance, and emphasis can quietly, yet systematically, distort how history is told and remembered. |
| Approach: | They analyze LLM-generated responses across 197 historically significant events . they find that LLMs reliably distinguish persona-based responses from neutral baselines . |
| Outcome: | The findings show that LLMs distinguish persona-based responses from neutral baselines and that directly affected personas exhibit higher exaggeration. |