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In this work, we tackle the challenge of embedding realistic human personality traits into LLMs.
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Mathqa: Towards interpretable math word problem solving with operation-based formalisms
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Roberta: A robustly optimized bert pretraining approach
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Robert R McCrae. 1987 · 1987
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Validation of the five-factor model of personality across instruments and observers
Robert R McCrae and Paul T Costa. 1987 · 1987
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Personality structure: Emergence of the five-factor model
John M Digman. 1990 · 1990
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Relational schemas and the processing of social information
Mark W Baldwin. 1992 · 1992
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The development of markers for the big-five factor structure
Lewis R Goldberg. 1992 · 1992
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An introduction to the five-factor model and its applications
Robert R McCrae and Oliver P John. 1992 · 1992
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The utility of the myers-briggs type indicator
David J Pittenger. 1993 · 1993
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Personality traits, learning stratigies, and performance
Gerhard Blickle. 1996 · 1996
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The big five versus the big four: the relationship between the myers-briggs type indicator (mbti) and neo-pi five factor model of personality
Adrian Furnham. 1996 · 1996
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Intelligence, personality, and interests: evidence for overlapping traits
Phillip L Ackerman and Eric D Heggestad. 1997 · 1997
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Eysenck personality questionnaire-revised (epq-r) and short scale (epq-rs)
HJ Eysenck. 1997 · 1997
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Agreeableness: A dimension of personality
WG Graziano. 1997 · 1997
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Personality trait structure as a human universal
Robert R McCrae and Paul T Costa Jr. 1997 · 1997
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The big-five trait taxonomy: History, measurement, and theoretical perspectives
Oliver P John, Sanjay Srivastava, et al. 1999 · 1999
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The personality theories of hj eysenck and ja gray: A comparative review
Gerald Matthews and Kirby Gilliland. 1999 · 1999
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Linguistic styles: language use as an individual difference
James W Pennebaker and Laura A King. 1999 · 1999
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The big five personality traits and the life course: A 45-year longitudinal study
Stephen Soldz and George E Vaillant. 1999 · 1999
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What is the central feature of extraversion? social attention versus reward sensitivity
Michael C Ashton, Kibeom Lee, and Sampo V Paunonen. 2002 · 2002
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The dark triad of personality: Narcissism, machiavellianism, and psychopathy
Delroy L Paulhus and Kevin M Williams. 2002 · 2002
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Demographic and personality predictors of intelligence: A study using the neo personality inventory and the myers–briggs type indicator
Joanna Moutafi, Adrian Furnham, and John Crump. 2003 · 2003
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The seattle longitudinal study: Relationship between personality and cognition
K Warner Schaie, Sherry L Willis, and Grace IL Caskie. 2004 · 2004
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Neuroticism as mental noise: a relation between neuroticism and reaction time standard deviations
Michael D Robinson and Maya Tamir. 2005 · 2005
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The eysenck personality questionnaire brief version: Factor structure and reliability
Toru Sato. 2005 · 2005
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Test anxiety: The state of the art
Moshe Zeidner. 2005 · 2005
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Intellectual competence and the intelligent personality: A third way in differential psychology
Tomas Chamorro-Premuzic and Adrian Furnham. 2006 · 2006
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Personality and intelligence
Tomas Chamorro-Premuzic, Adrian Furnham, and Konstantinos Petrides. 2006 · 2006
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Personality in its natural habitat: manifestations and implicit folk theories of personality in daily life
Matthias R Mehl, Samuel D Gosling, and James W Pennebaker. 2006 · 2006
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An examination of psychometric bias due to retesting on cognitive ability tests in selection settings
Filip Lievens, Charlie L Reeve, and Eric D Heggestad. 2007 · 2007
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Using linguistic cues for the automatic recognition of personality in conversation and text
François Mairesse, Marilyn A Walker, Matthias R Mehl, and Roger K Moore. 2007 · 2007
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The revised neo personality inventory (neo-pi-r)
Paul T Costa and Robert R McCrae. 2008 · 2008
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Paradigm shift to the integrative big five trait taxonomy
Oliver P John, Laura P Naumann, and Christopher J Soto. 2008 · 2008
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Measuring massive multitask language understanding
Dan Hendrycks, Collin Burns, Steven Basart, Andy Zou, Mantas Mazeika, Dawn Song, and Jacob Steinhardt. 2020 · 2009
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A meta-analysis of the five-factor model of personality and academic performance
Arthur E Poropat. 2009 · 2009
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The dirty dozen: a concise measure of the dark triad
Peter Karl Jonason and Gregory D. Webster. 2010 · 2010
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Personality in 100,000 words: A large-scale analysis of personality and word use among bloggers
Tal Yarkoni. 2010 · 2010
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Shengyu Mao, Ningyu Zhang, Xiaohan Wang, Mengru Wang, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, and Huajun Chen. 2023 · 2023
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Contrasting linguistic patterns in human and llm-generated text
Alberto Muñoz-Ortiz, Carlos Gómez-Rodríguez, and David Vilares. 2023 · 2023
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Do llms possess a personality? making the mbti test an amazing evaluation for large language models
Keyu Pan and Yawen Zeng. 2023 · 2023
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Generative agents: Interactive simulacra of human behavior
Joon Sung Park, Joseph C. O’Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, and Michael S. Bernstein. 2023 · 2023
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Christopher J Soto, Oliver P John, Samuel D Gosling, and Jeff Potter. 2011 · 2011
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Personality stability is associated with better cognitive performance in adulthood: are the stable more able?
Eileen K Graham and Margie E Lachman. 2012 · 2012
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Anxiety: The cognitive perspective
Michael W Eysenck. 2013 · 2013
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Measuring thirty facets of the five factor model with a 120-item public domain inventory: Development of the ipip-neo-120
John A Johnson. 2014 · 2014
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What is conscientiousness and how can it be assessed?
Brent W Roberts, Carl Lejuez, Robert F Krueger, Jessica M Richards, and Patrick L Hill. 2014 · 2014
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Explaining social behavior: More nuts and bolts for the social sciences
Jon Elster. 2015 · 2015
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The social impact of natural language processing
Dirk Hovy and Shannon L Spruit. 2016 · 2016
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David Rein, Betty Li Hou, Asa Cooper Stickland, Jackson Petty, Richard Yuanzhe Pang, Julien Dirani, Julian Michael, and Samuel R Bowman. 2023 · 2023
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Melanie Sclar, Yejin Choi, Yulia Tsvetkov, and Alane Suhr. 2023 · 2023
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Long-form analogies generated by chatgpt lack human-like psycholinguistic properties
SM Seals and Valerie L Shalin. 2023 · 2023
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Personality traits in large language models
Greg Serapio-García, Mustafa Safdari, Clément Crepy, Luning Sun, Stephen Fitz, Peter Romero, Marwa Abdulhai, Aleksandra Faust, and Maja Matarić. 2023 · 2023
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Large human language models: A need and the challenges
Nikita Soni, H Andrew Schwartz, João Sedoc, and Niranjan Balasubramanian. 2023 · 2023
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Stanford alpaca: An instruction-following llama model
Rohan Taori, Ishaan Gulrajani, Tianyi Zhang, Yann Dubois, Xuechen Li, Carlos Guestrin, Percy Liang, and Tatsunori B Hashimoto. 2023 · 2023
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Mingqian Zheng, Jiaxin Pei, and David Jurgens. 2023 · 2023
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Claude’s character
Anthropic. 2024 · 2024
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Neuron-based personality trait induction in large language models
Jia Deng, Tianyi Tang, Yanbin Yin, Wenhao Yang, Wayne Xin Zhao, and Ji-Rong Wen. 2024 · 2024
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Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey, Abhishek Kadian, Ahmad Al-Dahle, Aiesha Letman, Akhil Mathur, Alan Schelten, Amy Yang, Angela Fan, Anirudh Goyal, Anthony Hartshorn, Aobo Yang, Archi Mitra, Archie Sravankumar, Artem Korenev, Arthur Hinsvark, Arun Rao, Aston Zhang, Aurelien Rodriguez, Austen Gregerson, Ava Spataru, Baptiste Roziere, Bethany Biron, Binh Tang, Bobbie Chern, Charlotte Caucheteux, Chaya Nayak, Chloe Bi, Chris Marra, Chris McConnell, Christian Keller, Christophe Touret, Chunyang Wu, Corinne Wong, Cristian Canton Ferrer, Cyrus Nikolaidis, Damien Allonsius, Daniel Song, Danielle Pintz, Danny Livshits, David Esiobu, Dhruv Choudhary, Dhruv Mahajan, Diego Garcia-Olano, Diego Perino, Dieuwke Hupkes, Egor Lakomkin, Ehab AlBadawy, Elina Lobanova, Emily Dinan, Eric Michael Smith, Filip Radenovic, Frank Zhang, Gabriel Synnaeve, Gabrielle Lee, Georgia Lewis Anderson, Graeme Nail, Gregoire Mialon, Guan Pang, Guillem Cucurell, Hailey Nguyen, Hannah Korevaar, Hu Xu, Hugo Touvron, Iliyan Zarov, Imanol Arrieta Ibarra, Isabel Kloumann, Ishan Misra, Ivan Evtimov, Jade Copet, Jaewon Lee, Jan Geffert, Jana Vranes, Jason Park, Jay Mahadeokar, Jeet Shah, Jelmer van der Linde, Jennifer Billock, Jenny Hong, Jenya Lee, Jeremy Fu, Jianfeng Chi, Jianyu Huang, Jiawen Liu, Jie Wang, Jiecao Yu, Joanna Bitton, Joe Spisak, Jongsoo Park, Joseph Rocca, Joshua Johnstun, Joshua Saxe, Junteng Jia, Kalyan Vasuden Alwala, Kartikeya Upasani, Kate Plawiak, Ke Li, Kenneth Heafield, Kevin Stone, Khalid El-Arini, Krithika Iyer, Kshitiz Malik, Kuenley Chiu, Kunal Bhalla, Lauren Rantala-Yeary, Laurens van der Maaten, Lawrence Chen, Liang Tan, Liz Jenkins, Louis Martin, Lovish Madaan, Lubo Malo, Lukas Blecher, Lukas Landzaat, Luke de Oliveira, Madeline Muzzi, Mahesh Pasupuleti, Mannat Singh, Manohar Paluri, Marcin Kardas, Mathew Oldham, Mathieu Rita, Maya Pavlova, Melanie Kambadur, Mike Lewis, Min Si, Mitesh Kumar Singh, Mona Hassan, Naman Goyal, Narjes Torabi, Nikolay Bashlykov, Nikolay Bogoychev, Niladri Chatterji, Olivier Duchenne, Onur Çelebi, Patrick Alrassy, Pengchuan Zhang, Pengwei Li, Petar Vasic, Peter Weng, Prajjwal Bhargava, Pratik Dubal, Praveen Krishnan, Punit Singh Koura, Puxin Xu, Qing He, Qingxiao Dong, Ragavan Srinivasan, Raj Ganapathy, Ramon Calderer, Ricardo Silveira Cabral, Robert Stojnic, Roberta Raileanu, Rohit Girdhar, Rohit Patel, Romain Sauvestre, Ronnie Polidoro, Roshan Sumbaly, Ross Taylor, Ruan Silva, Rui Hou, Rui Wang, Saghar Hosseini, Sahana Chennabasappa, Sanjay Singh, Sean Bell, Seohyun Sonia Kim, Sergey Edunov, Shaoliang Nie, Sharan Narang, Sharath Raparthy, Sheng Shen, Shengye Wan, Shruti Bhosale, Shun Zhang, Simon Vandenhende, Soumya Batra, Spencer Whitman, Sten Sootla, Stephane Collot, Suchin Gururangan, Sydney Borodinsky, Tamar Herman, Tara Fowler, Tarek Sheasha, Thomas Georgiou, Thomas Scialom, Tobias Speckbacher, Todor Mihaylov, Tong Xiao, Ujjwal Karn, Vedanuj Goswami, Vibhor Gupta, Vignesh Ramanathan, Viktor Kerkez, Vincent Gonguet, Virginie Do, Vish Vogeti, Vladan Petrovic, Weiwei Chu, Wenhan Xiong, Wenyin Fu, Whitney Meers, Xavier Martinet, Xiaodong Wang, Xiaoqing Ellen Tan, Xinfeng Xie, Xuchao Jia, Xuewei Wang, Yaelle Goldschlag, Yashesh Gaur, Yasmine Babaei, Yi Wen, Yiwen Song, Yuchen Zhang, Yue Li, Yuning Mao, Zacharie Delpierre Coudert, Zheng Yan, Zhengxing Chen, Zoe Papakipos, Aaditya Singh, Aaron Grattafiori, Abha Jain, Adam Kelsey, Adam Shajnfeld, Adithya Gangidi, Adolfo Victoria, Ahuva Goldstand, Ajay Menon, Ajay Sharma, Alex Boesenberg, Alex Vaughan, Alexei Baevski, Allie Feinstein, Amanda Kallet, Amit Sangani, Anam Yunus, Andrei Lupu, Andres Alvarado, Andrew Caples, Andrew Gu, Andrew Ho, Andrew Poulton, Andrew Ryan, Ankit Ramchandani, Annie Franco, Aparajita Saraf, Arkabandhu Chowdhury, Ashley Gabriel, Ashwin Bharambe, Assaf Eisenman, Azadeh Yazdan, Beau James, Ben Maurer, Benjamin Leonhardi, Bernie Huang, Beth Loyd, Beto De Paola, Bhargavi Paranjape, Bing Liu, Bo Wu, Boyu Ni, Braden Hancock, Bram Wasti, Brandon Spence, Brani Stojkovic, Brian Gamido, Britt Montalvo, Carl Parker, Carly Burton, Catalina Mejia, Changhan Wang, Changkyu Kim, Chao Zhou, Chester Hu, Ching-Hsiang Chu, Chris Cai, Chris Tindal, Christoph Feichtenhofer, Damon Civin, Dana Beaty, Daniel Kreymer, Daniel Li, Danny Wyatt, David Adkins, David Xu, Davide Testuggine, Delia David, Devi Parikh, Diana Liskovich, Didem Foss, Dingkang Wang, Duc Le, Dustin Holland, Edward Dowling, Eissa Jamil, Elaine Montgomery, Eleonora Presani, Emily Hahn, Emily Wood, Erik Brinkman, Esteban Arcaute, Evan Dunbar, Evan Smothers, Fei Sun, Felix Kreuk, Feng Tian, Firat Ozgenel, Francesco Caggioni, Francisco Guzmán, Frank Kanayet, Frank Seide, Gabriela Medina Florez, Gabriella Schwarz, Gada Badeer, Georgia Swee, Gil Halpern, Govind Thattai, Grant Herman, Grigory Sizov, Guangyi, Zhang, Guna Lakshminarayanan, Hamid Shojanazeri, Han Zou, Hannah Wang, Hanwen Zha, Haroun Habeeb, Harrison Rudolph, Helen Suk, Henry Aspegren, Hunter Goldman, Igor Molybog, Igor Tufanov, Irina-Elena Veliche, Itai Gat, Jake Weissman, James Geboski, James Kohli, Japhet Asher, Jean-Baptiste Gaya, Jeff Marcus, Jeff Tang, Jennifer Chan, Jenny Zhen, Jeremy Reizenstein, Jeremy Teboul, Jessica Zhong, Jian Jin, Jingyi Yang, Joe Cummings, Jon Carvill, Jon Shepard, Jonathan McPhie, Jonathan Torres, Josh Ginsburg, Junjie Wang, Kai Wu, Kam Hou U, Karan Saxena, Karthik Prasad, Kartikay Khandelwal, Katayoun Zand, Kathy Matosich, Kaushik Veeraraghavan, Kelly Michelena, Keqian Li, Kun Huang, Kunal Chawla, Kushal Lakhotia, Kyle Huang, Lailin Chen, Lakshya Garg, Lavender A, Leandro Silva, Lee Bell, Lei Zhang, Liangpeng Guo, Licheng Yu, Liron Moshkovich, Luca Wehrstedt, Madian Khabsa, Manav Avalani, Manish Bhatt, Maria Tsimpoukelli, Martynas Mankus, Matan Hasson, Matthew Lennie, Matthias Reso, Maxim Groshev, Maxim Naumov, Maya Lathi, Meghan Keneally, Michael L. Seltzer, Michal Valko, Michelle Restrepo, Mihir Patel, Mik Vyatskov, Mikayel Samvelyan, Mike Clark, Mike Macey, Mike Wang, Miquel Jubert Hermoso, Mo Metanat, Mohammad Rastegari, Munish Bansal, Nandhini Santhanam, Natascha Parks, Natasha White, Navyata Bawa, Nayan Singhal, Nick Egebo, Nicolas Usunier, Nikolay Pavlovich Laptev, Ning Dong, Ning Zhang, Norman Cheng, Oleg Chernoguz, Olivia Hart, Omkar Salpekar, Ozlem Kalinli, Parkin Kent, Parth Parekh, Paul Saab, Pavan Balaji, Pedro Rittner, Philip Bontrager, Pierre Roux, Piotr Dollar, Polina Zvyagina, Prashant Ratanchandani, Pritish Yuvraj, Qian Liang, Rachad Alao, Rachel Rodriguez, Rafi Ayub, Raghotham Murthy, Raghu Nayani, Rahul Mitra, Raymond Li, Rebekkah Hogan, Robin Battey, Rocky Wang, Rohan Maheswari, Russ Howes, Ruty Rinott, Sai Jayesh Bondu, Samyak Datta, Sara Chugh, Sara Hunt, Sargun Dhillon, Sasha Sidorov, Satadru Pan, Saurabh Verma, Seiji Yamamoto, Sharadh Ramaswamy, Shaun Lindsay, Shaun Lindsay, Sheng Feng, Shenghao Lin, Shengxin Cindy Zha, Shiva Shankar, Shuqiang Zhang, Shuqiang Zhang, Sinong Wang, Sneha Agarwal, Soji Sajuyigbe, Soumith Chintala, Stephanie Max, Stephen Chen, Steve Kehoe, Steve Satterfield, Sudarshan Govindaprasad, Sumit Gupta, Sungmin Cho, Sunny Virk, Suraj Subramanian, Sy Choudhury, Sydney Goldman, Tal Remez, Tamar Glaser, Tamara Best, Thilo Kohler, Thomas Robinson, Tianhe Li, Tianjun Zhang, Tim Matthews, Timothy Chou, Tzook Shaked, Varun Vontimitta, Victoria Ajayi, Victoria Montanez, Vijai Mohan, Vinay Satish Kumar, Vishal Mangla, Vlad Ionescu, Vlad Poenaru, Vlad Tiberiu Mihailescu, Vladimir Ivanov, Wei Li, Wenchen Wang, Wenwen Jiang, Wes Bouaziz, Will Constable, Xiaocheng Tang, Xiaofang Wang, Xiaojian Wu, Xiaolan Wang, Xide Xia, Xilun Wu, Xinbo Gao, Yanjun Chen, Ye Hu, Ye Jia, Ye Qi, Yenda Li, Yilin Zhang, Ying Zhang, Yossi Adi, Youngjin Nam, Yu, Wang, Yuchen Hao, Yundi Qian, Yuzi He, Zach Rait, Zachary DeVito, Zef Rosnbrick, Zhaoduo Wen, Zhenyu Yang, and Zhiwei Zhao. 2024 · 2024
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Iustin Floroiu. 2024 · 2024
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Deepseek-coder: When the large language model meets programming–the rise of code intelligence
Daya Guo, Qihao Zhu, Dejian Yang, Zhenda Xie, Kai Dong, Wentao Zhang, Guanting Chen, Xiao Bi, Yu Wu, YK Li, et al. 2024 · 2024
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On the humanity of conversational ai: Evaluating the psychological portrayal of llms
Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, and Michael R. Lyu. 2024 · 2024
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The personality dimensions gpt-3 expresses during human-chatbot interactions
Nikola Kovačević, Christian Holz, Markus Gross, and Rafael Wampfler. 2024 · 2024
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Aligning to thousands of preferences via system message generalization
Seongyun Lee, Sue Hyun Park, Seungone Kim, and Minjoon Seo. 2024 · 2024
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Evolving agents: Interactive simulation of dynamic and diverse human personalities
Jiale Li, Jiayang Li, Jiahao Chen, Yifan Li, Shijie Wang, Hugo Zhou, Minjun Ye, and Yunsheng Su. 2024 · 2024
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AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap
Q. Vera Liao and Jennifer Wortman Vaughan. 2024 · 2024
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State of what art? a call for multi-prompt llm evaluation
Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, and Gabriel Stanovsky. 2024 · 2024
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Evaluating persona prompting for question answering tasks
Carlos Olea, Holly Tucker, Jessica Phelan, Cameron Pattison, Shen Zhang, Maxwell Lieb, and J White. 2024 · 2024
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Hello, gpt-4 turbo
OpenAI. 2024 · 2024
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Limited ability of llms to simulate human psychological behaviours: a psychometric analysis
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Direct preference optimization: Your language model is secretly a reward model
Rafael Rafailov, Archit Sharma, Eric Mitchell, Christopher D Manning, Stefano Ermon, and Chelsea Finn. 2024 · 2024
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You don’t need a personality test to know these models are unreliable: Assessing the reliability of large language models on psychometric instruments
Bangzhao Shu, Lechen Zhang, Minje Choi, Lavinia Dunagan, Lajanugen Logeswaran, Moontae Lee, Dallas Card, and David Jurgens. 2024 · 2024
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How well do simulated populations with gpt-4 align with real ones in clinical trials? the case of the epqr-a personality test
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Phantom: Personality has an effect on theory-of-mind reasoning in large language models
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CharacterEval: A Chinese benchmark for role-playing conversational agent evaluation
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Benchmarking benchmark leakage in large language models
Ruijie Xu, Zengzhi Wang, Run-Ze Fan, and Pengfei Liu. 2024 · 2024
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SafetyBench: Evaluating the safety of large language models
Zhexin Zhang, Leqi Lei, Lindong Wu, Rui Sun, Yongkang Huang, Chong Long, Xiao Liu, Xuanyu Lei, Jie Tang, and Minlie Huang. 2024 · 2024
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Personality alignment of large language models
Minjun Zhu, Linyi Yang, and Yue Zhang. 2024 · 2024
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The consistent lack of variance of psychological factors expressed by LLMs and spambots
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Large language model psychometrics: A systematic review of evaluation, validation, and enhancement
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