Fetching the paper…
Reading the bibliography…
Psychology research has long explored aspects of human personality such as extroversion, agreeableness and emotional stability.
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.
Reliability and validity study of a sufi personality typology: The enneagram
Jerome P Wagner and Ronald E Walker. 1983 · 1983
Earlier work this paper cites.
An alternative "description of personality": The big-five factor structure
Lewis R. Goldberg. 1990 · 1990
Earlier work this paper cites.
The structure of phenotypic personality traits
Lewis R. Goldberg. 1993 · 1993
Earlier work this paper cites.
The myers-briggs type indicator: A critical review and practical guide
Rowan Bayne. 1997 · 1997
Earlier work this paper cites.
The big five trait taxonomy: History, measurement, and theoretical perspectives
Oliver P. John and Sanjay Srivastava. 1999 · 1999
Earlier work this paper cites.
Development of personality in early and middle adulthood: Set like plaster or persistent change?
Sanjay Srivastava, Oliver P. John, Samuel D. Gosling, and Jeff Potter. 2003 · 2003
Earlier work this paper cites.
Do personality characteristics predict longevity? findings from the tokyo centenarian study
Y Masui, Y Gondo, H Inagaki, and N Hirose. 2006 · 2006
Earlier work this paper cites.
Big five personality predictors of post-secondary academic performance
Melissa C O’Connor and Sampo V Paunonen. 2007 · 2007
Earlier work this paper cites.
Paradigm shift to the integrative big-five trait taxonomy: History, measurement, and conceptual issues
Oliver P. John, Laura P. Naumann, and Christopher J. Soto. 2008 · 2008
Earlier work this paper cites.
8 , page 187–213. Morgan Kaufmann Publishers
Pierre Pureur and Murat Erder. 2016 · 2016
Cited alongside, same era.
A data-driven analysis of workers’ earnings on amazon mechanical turk
Kotaro Hara, Abigail Adams, Kristy Milland, Saiph Savage, Chris Callison-Burch, and Jeffrey P. Bigham. 2018 · 2018
Cited alongside, same era.
Identifying and reducing gender bias in word-level language models
Shikha Bordia and Samuel R. Bowman. 2019 · 2019
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
Cited alongside, same era.
Big five personality variables and relationship constructs
Jason K White, Susan S Hendrick, and Clyde Hendrick. 2004 · 2019
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 Z. Zamli. 2021 · 2021
Later among the works it cites.
What context features can transformer language models use?
Joe O’Connor and Jacob Andreas. 2021 · 2021
Later among the works it cites.
the ai community building the future
HuggingFace. 2022 · 2022
Closest in time.
Administering IPIP measures, with a 50-item sample questionnaire
IPIP. 2022 · 2022
Closest in time.
Mpi: Evaluating and inducing personality in pre-trained language models
Guangyuan Jiang, Manjie Xu, Song-Chun Zhu, Wenjuan Han, Chi Zhang, and Yixin Zhu. 2022 · 2022
Closest in time.
Ai personification: Estimating the personality of language models
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Reducing sentiment bias in language models via counterfactual evaluation
Po-Sen Huang, Huan Zhang, Ray Jiang, Robert Stanforth, Johannes Welbl, Jack Rae, Vishal Maini, Dani Yogatama, and Pushmeet Kohli. 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.
Large language models associate muslims with violence
Abubakar Abid, Maheen Farooqi, and James Zou. 2021 · 2021
Cited alongside, same era.
Saketh Reddy Karra, Son Nguyen, and Theja Tulabandhula. 2022 · 2022
Closest in time.
Open-source psychometrics project: Answers to the IPIP big five factor markers
Open-Psychometrics. 2018 · 2022
Closest in time.
Scikit-learn
Scikit-Learn. 2022 · 2022
Closest in time.
Shaden Smith, Mostofa Patwary, Brandon Norick, Patrick LeGresley, Samyam Rajbhandari, Jared Casper, Zhun Liu, Shrimai Prabhumoye, George Zerveas, Vijay Korthikanti, et al. 2022 · 2022
Closest in time.