Papers by Hamza Sidat
MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models (2024.emnlp-main)
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| Challenge: | Large Language Models (LLMs) are used to create personalized “mirror stories” that reflect and resonate with individual readers’ identities. |
| Approach: | They propose to use Large Language Models to create personalized “mirror stories” that reflect and resonate with individual readers’ identities. |
| Outcome: | The proposed models outperform generic human-written and LLM-generated narratives on all metrics of engagement and textual diversity while preserving the intended moral. |