Papers by Kian Ming Chai
An Empirical Analysis of the Writing Styles of Persona-Assigned LLMs (2024.emnlp-main)
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| Challenge: | Recent efforts to "personalize" large language models by assigning them specific personas are limited by current knowledge of how well they perform. |
| Approach: | They use a style embedding model to analyze writing styles of persona-assigned LLMs . they find significant style differences between personas using Kullback-Leibler divergence . |
| Outcome: | The proposed model shows significant differences in writing styles among personas across socio-demographic groups. |