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Secret Keepers: The Impact of LLMs on Linguistic Markers of Personal Traits
April 2, 2024, 7:51 p.m. | Zhivar Sourati, Meltem Ozcan, Colin McDaniel, Alireza Ziabari, Nuan Wen, Ala Tak, Fred Morstatter, Morteza Dehghani
cs.CL updates on arXiv.org arxiv.org
Abstract: Prior research has established associations between individuals' language usage and their personal traits; our linguistic patterns reveal information about our personalities, emotional states, and beliefs. However, with the increasing adoption of Large Language Models (LLMs) as writing assistants in everyday writing, a critical question emerges: are authors' linguistic patterns still predictive of their personal traits when LLMs are involved in the writing process? We investigate the impact of LLMs on the linguistic markers of demographic …
abstract adoption arxiv assistants cs.cl however impact information language language models large language large language models llms patterns personalities prior research secret type usage writing
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