Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models

Language models are few-shot learners

Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al. 2020 · 1901

Earlier work this paper cites.

Differences that do matter: A dialectic analysis of individual characteristics and personality dimensions contributing to computer anxiety

Appa Rao Korukonda. 2007 · 1942

Earlier work this paper cites.

The Myers-Briggs Type Indicator: Manual (1962)

Isabel Briggs Myers. 1962 · 1962

Earlier work this paper cites.

Big five inventory

Oliver P John, Eileen M Donahue, and Robert L Kentle. 1991 · 1991

Earlier work this paper cites.

The basics of item response theory

Frank B Baker. 2001 · 2001

Earlier work this paper cites.

Fitting item response theory models to two personality inventories: Issues and insights

Oleksandr S Chernyshenko, Stephen Stark, Kim-Yin Chan, Fritz Drasgow, and Bruce Williams. 2001 · 2001

Earlier work this paper cites.

Is how it is said important? the association between quality of therapist interventions and client processing

Kimberley M Gordon and Shaké G Toukmanian. 2002 · 2002

Earlier work this paper cites.

Observer ratings of personality

Robert R McCrae and Alexander Weiss. 2007 · 2007

Earlier work this paper cites.

Item response theory and clinical measurement

Steven P Reise and Niels G Waller. 2009 · 2009

Earlier work this paper cites.

Who’s who with big-five: Analyzing and classifying personality traits with smartphones

Gokul Chittaranjan, Jan Blom, and Daniel Gatica-Perez. 2011 · 2011

Earlier work this paper cites.

Editorial: Personality and social relationships

L. Penke. 2011 · 2011

Earlier work this paper cites.

Personality types based on the big five model. a cluster analysis over the romanian population

Florin A Sava and Radu I Popa. 2011 · 2011

Earlier work this paper cites.

Item response theory

Susan E Embretson and Steven P Reise. 2013 · 2013

Earlier work this paper cites.

Measuring response styles across the big five: A multiscale extension of an approach using multinomial processing trees

Lale Khorramdel and Matthias von Davier. 2014 · 2014

Earlier work this paper cites.

Personality and management level: Traits that differentiate leadership levels

Adrian Furnham and John Crump. 2015 · 2015

Earlier work this paper cites.

Finding the right (test) type: On the differences between type- vs. dimension-based personality tests and between statistics- vs. theory-based personality tests when deciding for or against a test in personnel selection

Janina Diekmann and Cornelius J. König. 2016 · 2016

Earlier work this paper cites.

Proximal policy optimization algorithms

Original

John Schulman, Filip Wolski, Prafulla Dhariwal, Alec Radford, and Oleg Klimov. 2017 · 2017

Earlier work this paper cites.

The next big five inventory (bfi-2): Developing and assessing a hierarchical model with 15 facets to enhance bandwidth, fidelity, and predictive power

Christopher J Soto and Oliver P John. 2017 · 2017

Earlier work this paper cites.

Predicting the big five personality traits from handwriting

Mihai Gavrilescu and Nicolae Vizireanu. 2018 · 2018

Earlier work this paper cites.

Who am i? personality detection based on deep learning for texts

Xiangguo Sun, Bo Liu, Jiuxin Cao, Junzhou Luo, and Xiaojun Shen. 2018 · 2018

Earlier work this paper cites.

Scaling laws for neural language models

Original

Jared Kaplan, Sam McCandlish, Tom Henighan, Tom B. Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei. 2020 · 2020

Cited alongside, same era.

Bottom-up and top-down: Predicting personality with psycholinguistic and language model features

Yash Mehta, Samin Fatehi, Amirmohammad Kazameini, Clemens Stachl, Erik Cambria, and Sauleh Eetemadi. 2020 · 2020

Cited alongside, same era.

Personality assessment and psychotherapy preferences: Congruence between client personality and therapist personality preferences

Joye C Anestis, Taylor R Rodriguez, Olivia C Preston, Tiffany M Harrop, Randolph C Arnau, and Jacob A Finn. 2021 · 2021

Cited alongside, same era.

Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging

Hans Christian, Derwin Suhartono, Andry Chowanda, and Kamal Zuhairi Bin Zamli. 2021 · 2021

Cited alongside, same era.

Identifying big five personality traits based on facial behavior analysis

Progprompt: Generating situated robot task plans using large language models

Ishika Singh, Valts Blukis, Arsalan Mousavian, Ankit Goyal, Danfei Xu, Jonathan Tremblay, Dieter Fox, Jesse Thomason, and Animesh Garg. 2023 · 2023

Later among the works it cites.

Llama 2: Open foundation and fine-tuned chat models

Original

Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurelien Rodriguez, Robert Stojnic, Sergey Edunov, and Thomas Scialom. 2023 · 2023

Later among the works it cites.

Baichuan 2: Open large-scale language models

Original

Aiyuan Yang, Bin Xiao, Bingning Wang, Borong Zhang, Ce Bian, Chao Yin, Chenxu Lv, Da Pan, Dian Wang, Dong Yan, Fan Yang, Fei Deng, Feng Wang, Feng Liu, Guangwei Ai, Guosheng Dong, Haizhou Zhao, Hang Xu, Haoze Sun, Hongda Zhang, Hui Liu, Jiaming Ji, Jian Xie, JunTao Dai, Kun Fang, Lei Su, Liang Song, Lifeng Liu, Liyun Ru, Luyao Ma, Mang Wang, Mickel Liu, MingAn Lin, Nuolan Nie, Peidong Guo, Ruiyang Sun, Tao Zhang, Tianpeng Li, Tianyu Li, Wei Cheng, Weipeng Chen, Xiangrong Zeng, Xiaochuan Wang, Xiaoxi Chen, Xin Men, Xin Yu, Xuehai Pan, Yanjun Shen, Yiding Wang, Yiyu Li, Youxin Jiang, Yuchen Gao, Yupeng Zhang, Zenan Zhou, and Zhiying Wu. 2023 · 2023