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Artificial intelligence-based language generators are now a part of most people's lives.
Transfertransfo: A transfer learning approach for neural network based conversational agents (2019)
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A psychological taxonomy of trait-descriptive terms: The interpersonal domain
Wiggins, J. S · 1979
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Circumplex models of interpersonal behavior in clinical psychology
Wiggins, J. S · 1982
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The structure of interpersonal traits: Wiggins’s circumplex and the five-factor model
McCrae, R. R. & Costa, P. T · 1989
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Linguistic styles: Language use as an individual difference
Pennebaker, J. W. & King, L. A · 1999
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Does computer-generated speech manifest personality? an experimental test of similarity-attraction
Nass, C. & Lee, K · 2000
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The relationship between openness to experience and political ideology
Van Hiel, A., Kossowska, M. & Mervielde, I · 2000
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Psychological aspects of natural language use: Our words, our selves
Pennebaker, J. W., Mehl, M. R. & Niederhoffer, K. G · 2003
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A survey of socially interactive robots robotics and autonomous systems
Fong, T., Nourbakhsh, I. & Dautenhahn, K · 2003
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Can robots manifest personality?: An empirical test of personality recognition, social responses, and social presence in human–robot interaction
Lee, K., Peng, W., Jin, S.-A. & Yan, C · 2006
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Effects of age and gender on blogging
Schler, J., Koppel, M., Argamon, S. & Pennebaker, J · 2006
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PERSONAGE: Personality generation for dialogue
Mairesse, F. & Walker, M · 2007
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Controlling user perceptions of linguistic style: Trainable generation of personality traits
Mairesse, F. & Walker, M. A · 2011
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Long short-term memory
Graves, A. & Graves, A · 2012
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Personality, gender, and age in the language of social media: The open-vocabulary approach
Schwartz, H. A. et al · 2013
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Unifying the aspects of the big five, the interpersonal circumplex, and trait affiliation
DeYoung, C. G., Weisberg, Y. J., Quilty, L. C. & Peterson, J. B · 2013
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Towards assessing changes in degree of depression through Facebook
Schwartz, H. A. et al · 2014
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The online social self: An open vocabulary approach to personality
Kern, M. L. et al · 2014
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Developing age and gender predictive lexica over social media
Sap, M. et al · 2014
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Sequence to sequence learning with neural networks
Sutskever, I., Vinyals, O. & Le, Q. V · 2014
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Automatic personality assessment through social media language
Park, G. et al · 2015
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Gaining insights from social media language: Methodologies and challenges
Kern, M. L. et al · 2016
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A persona-based neural conversation model
Li, J. et al · 2016
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Women are warmer but no less assertive than men: Gender and language on facebook
Schwartz, H. A. et al · 2016
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Predicting individual well-being through the language of social media (2016)
Schwartz, H. A. et al · 2016
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Attention is all you need
Vaswani, A. et al · 2017
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Dlatk: Differential language analysis toolkit (2017)
Schwartz, H. A. et al · 2017
Cited alongside, same era.
Neural response generation for customer service based on personality traits
Herzig, J., Shmueli-Scheuer, M., Sandbank, T. & Konopnicki, D · 2017
Cited alongside, same era.
Facebook language predicts depression in medical records
Eichstaedt, J. C. et al · 2018
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Closed-and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations
Eichstaedt, J. C. et al · 2021
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The influence of robot personality on the development of uncanny feelings
Paetzel-Prüsmann, M., Perugia, G. & Castellano, G · 2021
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Making conversations with chatbots more personalized
Shumanov, M. & Johnson, L · 2021
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PENS: A dataset and generic framework for personalized news headline generation
Ao, X. et al · 2021
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Mention flags (MF): Constraining transformer-based text generators
Wang, Y., Wood, I., Wan, S., Dras, M. & Johnson, M · 2021
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Identifying and manipulating the personality traits of language models
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Assigning personality/profile to a chatting machine for coherent conversation generation
Qian, Q., Huang, M., Zhao, H., Xu, J. & Zhu, X · 2018
Cited alongside, same era.
Automatic evaluation of neural personality-based chatbots
Xing, Y. & Fernández, R · 2018
Cited alongside, same era.
Controlling personality-based stylistic variation with neural natural language generators
Oraby, S. et al · 2018
Cited alongside, same era.
The remarkable benefit of user-level aggregation for lexical-based population-level predictions
Giorgi, S. et al · 2018
Cited alongside, same era.
Language models are unsupervised multitask learners
Radford, A. et al · 2019
Cited alongside, same era.
Defending against neural fake news
Zellers, R. et al · 2019
Cited alongside, same era.
Caron, G. & Srivastava, S · 2022
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Personalized headline generation with enhanced user interest perception
Zhang, K., Lu, G., Zhang, G., Lei, Z. & Wu, L · 2022
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LoRA: Low-rank adaptation of large language models
Hu, E. J. et al · 2022
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" i slept like a baby": Using human traits to characterize deceptive chatgpt and human text
Giorgi, S. et al · 2023
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Personallm: Investigating the ability of large language models to express personality traits
Jiang, H. et al · 2023
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Personality traits in large language models
Safdari, M. et al · 2023
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Llama: Open and efficient foundation language models
Touvron, H. et al · 2023
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Gerp: A personality-based emotional response generation model
Zhou, Z., Shen, Y., Chen, X. & Wang, D · 2023
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Characterizing empathy and compassion using computational linguistic analysis
Yaden, D. B. et al · 2023
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Gpt-4 emulates average-human emotional cognition from a third-person perspective
Tak, A. N. & Gratch, J · 2024
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Introducing the next generation of claude
Anthropic · 2024
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Evaluating and inducing personality in pre-trained language models
Jiang, G. et al · 2024
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Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning
Liu, H. et al · 2024
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Predicting results of social science experiments using large language models (2024)
Hewitt, L., Ashokkumar, A., Ghezae, I. & Willer, R · 2024
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Social media fact sheet
Pew Research Center · 2024
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Gemma: Open models based on gemini research and technology
Team, G. et al · 2024
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Using daily language to understand drinking: Multi-level longitudinal differential language analysis
Matero, M. et al · 2024
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"the consistent lack of variance of psychological factors expressed by llms and spambots"
Varadarajan, V., Giorgi, S. & Schwartz, H. A · 2025
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