Arnault Chatelain

PhD candidate in Economics
Computational Social Scientist
Python enthusiast

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Publication

BenCSSMark: Towards An Open, Collective Benchmark for Computational Social Sciences
(with Etienne Ollion, Qianwen Guan, Diandra Fabre, Marie Candito, Lorraine Goeuriot, Emile Chapuis, Abdelkrim Beloued, Nicolas Hervé, Didier Schwab) Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026)

Pantagruel: Unified Self-Supervised Encoders for French Text and Speech (with the Pantagruel team)
Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026)

The dangers of using proprietary LLMs for research
(with Ana Macanovic, Etienne Ollion, Rubing Shen)
Nature Machine Intelligence, 6(1), 4-5 (2024)

Media: Les Echos, Polytechnique Insights

Work in progress

The Economic Effect of Sexual Violence Scandals in the Music Streaming Industry

Media Slant as Political Refraction: Measuring the Ideological Diversity of the French Media Landscape
(with Felix Lennert, Etienne Ollion, Rubing Shen)

“Everyone Knows That”: Detecting Rhetorics Usage on the French Radio
(with Yacine Chitour and Etienne Ollion)

Other

ChatGPT for Text Annotation? Mind the Hype!
(with Ana Macanovic, Etienne Ollion, Rubing Shen)
SocArXiv, (2023)