Konuşma Arayüzleri̇ ni̇ n Di̇ l Modeli̇ nde Ki̇ şi̇ li̇ k Psi̇ koloji̇ si̇ ni̇ Kullanarak Vektör Tabanli Bellek İstemi̇ Mühendi̇ sli̇ ği̇ ni̇ n Uygulanmasi

Translated title of the contribution: Application of Vector Based Memory Prompt Engineering Using Personality Psychology in Language Model of Conservational Interfaces

Evren Dağlarlı, Erke Arıbaş

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The psychology of personality is a part of psychology analyzing personality and its diversity for the people. It's purpose is to depict how individuals are pesonally various due to psychological motives. Personality type refers to the psychological classification of people into various classes. Personality traits are distinguished from personality types, that come in various degrees. Many theories related to personality are available, but most of them include several and sometimes many sub theories. Constructing the Myers-Briggs Type Indicator (MBTI) and The Big Five (BF) personality traits is crucial in personality pyscology. Our objective is twofold. Firstly, it is planned to develop a correlation model between MBTI and BF personality traits and apply it to conversational interfaces' language models. Secondly, it is aimed to extend this approach to time-sensitive design by utilizing fixed-effect analysis, which is particularly useful when analyzing data from multiple individuals across various time points. The results show distinct observations, as seen in popular language models like ChatGPT.

Translated title of the contributionApplication of Vector Based Memory Prompt Engineering Using Personality Psychology in Language Model of Conservational Interfaces
Original languageTurkish
Title of host publication32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350388961
DOIs
Publication statusPublished - 2024
Event32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Mersin, Turkey
Duration: 15 May 202418 May 2024

Publication series

Name32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings

Conference

Conference32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024
Country/TerritoryTurkey
CityMersin
Period15/05/2418/05/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

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