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Mar 19, 2024 · We proposed an evolutionary model of personality traits related to cooperative behavior using a genotype-phenotype mapping and mutation process based on a large language model.
Jan 1, 2024 · In this section, we explore the intricate relationship between personality traits and language learning, revealing how Conscientiousness, Extraversion, and Openness significantly influence one’s learning experience in acquiring new languages.
We use natural language to represent personality trait genes in the model, which can be translated into behavioral traits by using LLMs.
Aug 11, 2021 · The Big Five construct of personality traits is a taxonomy of five higher-order personality traits that are believed to be responsible for people's differences and is considered the world's...
In this work, we explore the personality traits of several large-scale language models designed for open-ended text generation and the datasets used for training them. Our work builds on the popular Big Five factors and develops robust methods that quantify the personality traits of these models and their underlying datasets.
Large language models (LLMs) have revolutionized natural language processing with their ability to gen-erate human-like text. As LLMs become ubiqui-tous and are increasingly used by the general pub-lic world-wide, the synthetic personality embedded in these models and its potential for misalignment are becoming a topic of importance for ...
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Nov 20, 2017 · The Five Factor model 12 is based on biological mechanisms shaping 5 higher-order traits (referred to as “the Big Five” personality traits): neuroticism (proneness to experience negative affect), extraversion (motivation to engage with others), openness to experience (inventive or curious behavior), agreeableness (friendliness and ...
