Browse 6 peer-reviewed papers from Epfl spanning Human-Computer Interaction (HCI), LLM (2022–2025). Research powered by Prolific's high-quality participant data.
This page lists 6 peer-reviewed papers from researchers at Epfl in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.
-
Authors: F Salvi, M Horta Ribeiro, R Gallotti, R West
Year: 2025
Published in: Nature Human Behaviour, 2025 - nature.com
Institution: EPFL, Fondazione Bruno Kessle, Princeton University
Research Area: Conversational Persuasion of LLM, Human-Computer Interaction (HCI), Behavioral Science, LLM
Discipline: Behavioral Science
GPT-4 can use personalized arguments to be more persuasive in debates, outperforming humans in 64.4% of AI-human comparisons when personalization is applied.
Methods: Preregistered controlled study involving multiround debates with random assignment to conditions focusing on AI-human comparisons, personalization, and opinion strength.
Key Findings: Effectiveness of persuasion by GPT-4, especially when using personalized arguments, compared to humans in debates.
Citations: 65
Sample Size: 900
-
Authors: C Qian, V Tsai, M Behr, N Hussein, L Laugier, N Thain, L Dixon
Year: 2025
Published in: ArXiv
Institution: Google, Google DeepMind, EPFL
Research Area: Human-AI Interaction, Social Experiments, Platform Design
Discipline: Computational Social Science
Deliberate Lab is an open-source platform designed to enable real-time, multi-user human and AI (LLM) experiments. Developed by DeepMind researchers, it supports synchronous interaction, custom experimental stages, and integrates with platforms like Prolific for streamlined participant recruitment and payment. The system has been successfully used in over 600 experiments with more than 9,000 pa...
Citations: 1
-
Authors: F Salvi, MH Ribeiro, R Gallotti
Year: 2024
Published in: arXiv preprint arXiv ..., 2024 - atelierdesfuturs.org
Institution: EPFL, Fondazione Bruno Kessle
Research Area: Conversational Persuasion in LLM
Discipline: Artificial Intelligence
The study demonstrates that GPT-4 is highly persuasive in direct conversations, especially when equipped with personalized sociodemographic information about its opponent, raising concerns about its potential misuse in personalized persuasion contexts.
Methods: Participants engaged in multiple-round debates on a web-based platform under randomized conditions, with comparisons between human-human and human-AI interactions and the impact of personalization.
Key Findings: The persuasiveness of GPT-4 compared to humans, with and without personalization using sociodemographic data.
Citations: 118
Sample Size: 820
-
Authors: J Xu, L Han, S Sadiq, G Demartini
Year: 2024
Published in: Proceedings of the International ..., 2024 - ojs.aaai.org
Institution: University of Lausanne, EPFL, University of Southampton, University of Queensland
Research Area: Crowdsourcing, Misinformation Assessment, LLM
Discipline: Artificial Intelligence
DOI: https://doi.org/10.1609/icwsm.v18i1.31417
Citations: 6
-
Authors: K Uittenhove, S Jeanneret, E Vergauwe
Year: 2023
Published in: Journal of Cognition, 2023 - pmc.ncbi.nlm.nih.gov
Institution: University of Lausanne, University of Geneva, EPFL, University of Neuchâtel, NiH
Research Area: Cognitive Psychology, Research Methodology, Behavioral Research Methods, Web-based Behavioral Research
Discipline: Cognitive Research, Psychology
Citations: 83
-
Authors: N Grgić-Hlača, C Castelluccia
Year: 2022
Published in: Proceedings of the AAAI ..., 2022 - ojs.aaai.org
Institution: École Polytechnique Fédérale de Lausanne (EPFL), Inria
Research Area: Human-Computer Interaction (HCI), Algorithmic Decision-Making, Human-AI Collaboration
Discipline: Artificial Intelligence
DOI: https://doi.org/10.1609/hcomp.v10i1.21989
Citations: 22