In-Context Impersonation Reveals Large Language Models' Strengths and Biases

24 May 2023

Papers citing "In-Context Impersonation Reveals Large Language Models' Strengths and Biases"

50 / 112 papers shown

Title
Comparing Exploration-Exploitation Strategies of LLMs and Humans: Insights from Standard Multi-armed Bandit Tasks Ziyuan Zhang Darcy Wang Ningyuan Chen Rodrigo Mansur Vahid Sarhangian 16 0 0 15 May 2025
Large Language Models for Cancer Communication: Evaluating Linguistic Quality, Safety, and Accessibility in Generative AI Agnik Saha Victoria Churchill Anny D. Rodriguez Ugur Kursuncu Muhammed Y. Idris LM&MA ELM 12 0 0 15 May 2025
A Comprehensive Analysis of Large Language Model Outputs: Similarity, Diversity, and Bias Brandon Smith Mohamed Reda Bouadjenek Tahsin Alamgir Kheya Phillip Dawson S. Aryal ALM ELM 24 0 0 14 May 2025
Large language models could be rote learners Yuyang Xu Renjun Hu Haochao Ying J. Wu Xing Shi Wei Lin ELM 131 0 0 11 Apr 2025
EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models Yinan Liang Z. Wang Xiuwei Xu Jie Zhou Jiwen Lu VLM LRM 46 0 0 19 Mar 2025
LLM Generated Persona is a Promise with a Catch Ang Li Haozhe Chen Hongseok Namkoong Tianyi Peng 55 1 0 18 Mar 2025
A Multi-Labeled Dataset for Indonesian Discourse: Examining Toxicity, Polarization, and Demographics Information Lucky Susanto M. Wijanarko Prasetia Anugrah Pratama Zilu Tang Fariz Akyas Traci Hong Ika Idris Alham Fikri Aji Derry Wijaya 36 0 0 01 Mar 2025
A Thousand Words or An Image: Studying the Influence of Persona Modality in Multimodal LLMs Julius Broomfield Kartik Sharma Srijan Kumar 37 0 0 27 Feb 2025
Designing Role Vectors to Improve LLM Inference Behaviour Daniele Potertì Andrea Seveso Fabio Mercorio LLMSV 44 0 0 17 Feb 2025
An Empirical Analysis of Uncertainty in Large Language Model Evaluations Qiujie Xie Qingqiu Li Zhuohao Yu Yuejie Zhang Yue Zhang Linyi Yang ELM 58 1 0 15 Feb 2025
PRISMe: A Novel LLM-Powered Tool for Interactive Privacy Policy Assessment Vincent Freiberger Arthur Fleig Erik Buchmann 42 1 0 28 Jan 2025
Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions Naihao Deng Rada Mihalcea 45 0 0 28 Jan 2025
Unmasking Conversational Bias in AI Multiagent Systems Erica Coppolillo Giuseppe Manco Luca Maria Aiello LLMAG 54 0 0 24 Jan 2025
The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories Raj Sanjay Shah Sashank Varma LRM 89 0 0 22 Jan 2025
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Xinyao Ma Rui Zhu Zihao Wang Jingwei Xiong Qingyu Chen Haixu Tang L. Jean Camp Lucila Ohno-Machado LM&MA 44 0 0 12 Jan 2025
VicSim: Enhancing Victim Simulation with Emotional and Linguistic Fidelity Yerong Li Yiren Liu Yun Huang 44 0 0 06 Jan 2025
Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation Zirong Chen Elizabeth Chason Noah Mladenovski Erin Wilson Kristin Mullen Stephen Martini Meiyi Ma 72 2 0 22 Dec 2024
ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models Yuxi Sun Wei Gao Jing Ma Hongzhan Lin Ziyang Luo Wenxuan Zhang ELM 74 0 0 17 Dec 2024
TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models Saipraneeth Devunuri Lewis J. Lehe LM&MA 73 1 0 07 Dec 2024
One fish, two fish, but not the whole sea: Alignment reduces language models' conceptual diversity Sonia K. Murthy Tomer Ullman Jennifer Hu ALM 41 11 0 07 Nov 2024
PhDGPT: Introducing a psychometric and linguistic dataset about how large language models perceive graduate students and professors in psychology Edoardo Sebastiano De Duro Enrique Taietta Riccardo Improta Massimo Stella AI4CE 39 0 0 06 Nov 2024
Advancements and limitations of LLMs in replicating human color-word associations Makoto Fukushima Shusuke Eshita Hiroshige Fukuhara 54 0 0 04 Nov 2024
Quantifying Risk Propensities of Large Language Models: Ethical Focus and Bias Detection through Role-Play Yifan Zeng Liang Kairong Fangzhou Dong Peijia Zheng 48 0 0 26 Oct 2024
Scene Graph Generation with Role-Playing Large Language Models Guikun Chen Jin Li Wenguan Wang VLM 40 5 0 20 Oct 2024
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms Subramanyam Sahoo Kamlesh Dutta 28 1 0 19 Oct 2024
LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection Zhiyuan Wei Jing Sun Zijiang Zhang Xianhao Zhang Meng Li Zhe Hou 31 3 0 12 Oct 2024
Is deeper always better? Replacing linear mappings with deep learning networks in the Discriminative Lexicon Model Maria Heitmeier Valeria Schmidt Hendrik P. A. Lensch R. Baayen 31 1 0 05 Oct 2024
Large Language Models can Achieve Social Balance Pedro Cisneros-Velarde 37 1 0 05 Oct 2024
Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension Zaiquan Yang Yuhao Liu Jiaying Lin Gerhard Hancke Rynson W. H. Lau 26 1 0 02 Oct 2024
"A Woman is More Culturally Knowledgeable than A Man?": The Effect of Personas on Cultural Norm Interpretation in LLMs M. Kamruzzaman Hieu Minh Nguyen Nazmul Hassan Gene Louis Kim 26 1 0 18 Sep 2024
iToT: An Interactive System for Customized Tree-of-Thought Generation Alan Boyle Isha Gupta Sebastian Hönig Lukas Mautner Kenza Amara Furui Cheng Mennatallah El-Assady LRM LM&Ro 32 1 0 31 Aug 2024
SysBench: Can Large Language Models Follow System Messages? Yanzhao Qin Tao Zhang Tao Zhang Yanjun Shen Wenjing Luo ... Yujing Qiao Weipeng Chen Zenan Zhou Wentao Zhang Bin Cui ALM 85 7 0 20 Aug 2024
Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory Yongxin Deng Xihe Qiu Xiaoyu Tan Jing Pan Chen Jue Zhijun Fang Yinghui Xu Wei Chu Yuan Qi 26 3 0 20 Aug 2024
Are Social Sentiments Inherent in LLMs? An Empirical Study on Extraction of Inter-demographic Sentiments Kunitomo Tanaka Ryohei Sasano Koichi Takeda 31 0 0 08 Aug 2024
Using Large Language Models for the Interpretation of Building Regulations Stefan Fuchs Michael Witbrock J. Dimyadi Robert Amor AI4CE AILaw 31 0 0 26 Jul 2024
AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description Junyu Xie Tengda Han Max Bain Arsha Nagrani Gül Varol Weidi Xie Andrew Zisserman VGen 25 8 0 22 Jul 2024
Perceptions of Linguistic Uncertainty by Language Models and Humans Catarina G Belém Markelle Kelly M. Steyvers Sameer Singh Padhraic Smyth 35 3 0 22 Jul 2024
Do LLMs have Consistent Values? Naama Rozen G. Elidan Amir Globerson Ella Daniel 55 3 0 16 Jul 2024
Self-Prompt Tuning: Enable Autonomous Role-Playing in LLMs Aobo Kong Shiwan Zhao Hao Chen Qicheng Li Yong Qin Ruiqi Sun Xin Zhou Jiaming Zhou Haoqin Sun 57 7 0 12 Jul 2024
Large Language Models can impersonate politicians and other public figures Steffen Herbold Alexander Trautsch Zlata Kikteva Annette Hautli-Janisz HILM 33 2 0 09 Jul 2024
Generative Debunking of Climate Misinformation Francisco Zanartu Yulia Otmakhova John Cook Lea Frermann HILM MU 40 1 0 08 Jul 2024
When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions Jérémy Perez Corentin Léger Grgur Kovač Cédric Colas Gaia Molinaro Maxime Derex Pierre-Yves Oudeyer Clément Moulin-Frier 38 6 0 05 Jul 2024
Generative Monoculture in Large Language Models Fan Wu Emily Black Varun Chandrasekaran SyDa 27 3 0 02 Jul 2024
Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior Pedro Henrique Luz de Araujo Benjamin Roth 38 3 0 02 Jul 2024
Development of Cognitive Intelligence in Pre-trained Language Models Raj Sanjay Shah Khushi Bhardwaj Sashank Varma 29 2 0 01 Jul 2024
Large Language Models Assume People are More Rational than We Really are Ryan Liu Jiayi Geng Joshua C. Peterson Ilia Sucholutsky Thomas L. Griffiths 63 16 0 24 Jun 2024
Human-AI collectives produce the most accurate differential diagnoses N. Zöller Julian Berger Irving Lin Nathan Fu Jayanth S Komarneni ... Benjamin Harack Eugene A. Chu V. Trianni Ralf H. J. M. Kurvers Stefan M. Herzog LM&MA 31 1 0 21 Jun 2024
Measuring Psychological Depth in Language Models Fabrice Harel-Canada Hanyu Zhou Sreya Mupalla Zeynep Yildiz Amit Sahai Nanyun Peng 30 3 0 18 Jun 2024
Exploring Safety-Utility Trade-Offs in Personalized Language Models Anvesh Rao Vijjini Somnath Basu Roy Chowdhury Snigdha Chaturvedi 37 6 0 17 Jun 2024
Bayesian Statistical Modeling with Predictors from LLMs Michael Franke Polina Tsvilodub Fausto Carcassi 37 4 0 13 Jun 2024