Is Self-knowledge and Action Consistent or Not: Investigating Large Language Model's Personality
Fuente:
arXiv
Salvato in:
| Autori principali: | , , , , , , , |
|---|---|
| Natura: | Preprint |
| Pubblicazione: |
2024
|
| Soggetti: | |
| Accesso online: | |
| Tags: |
Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne!!
|
| _version_ | 1866912150252945408 |
|---|---|
| author | Ai, Yiming He, Zhiwei Zhang, Ziyin Zhu, Wenhong Hao, Hongkun Yu, Kai Chen, Lingjun Wang, Rui |
| author_facet | Ai, Yiming He, Zhiwei Zhang, Ziyin Zhu, Wenhong Hao, Hongkun Yu, Kai Chen, Lingjun Wang, Rui |
| contents | In this study, we delve into the validity of conventional personality questionnaires in capturing the human-like personality traits of Large Language Models (LLMs). Our objective is to assess the congruence between the personality traits LLMs claim to possess and their demonstrated tendencies in real-world scenarios. By conducting an extensive examination of LLM outputs against observed human response patterns, we aim to understand the disjunction between self-knowledge and action in LLMs. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_14679 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Is Self-knowledge and Action Consistent or Not: Investigating Large Language Model's Personality Ai, Yiming He, Zhiwei Zhang, Ziyin Zhu, Wenhong Hao, Hongkun Yu, Kai Chen, Lingjun Wang, Rui Computation and Language Computers and Society In this study, we delve into the validity of conventional personality questionnaires in capturing the human-like personality traits of Large Language Models (LLMs). Our objective is to assess the congruence between the personality traits LLMs claim to possess and their demonstrated tendencies in real-world scenarios. By conducting an extensive examination of LLM outputs against observed human response patterns, we aim to understand the disjunction between self-knowledge and action in LLMs. |
| title | Is Self-knowledge and Action Consistent or Not: Investigating Large Language Model's Personality |
| topic | Computation and Language Computers and Society |
| url | https://arxiv.org/abs/2402.14679 |