3 papers
stat.ML2025
Is merging worth it? Securely evaluating the information gain for causal dataset acquisition
Jake Fawkes, Lucile Ter-Minassian, Desi Ivanova +2
Merging datasets across institutions is a lengthy and costly procedure, especially when it involves private information. Data hosts may therefore want to prospectively gauge which…
cs.CY2025
Democratizing AI Governance: Balancing Expertise and Public Participation
Lucile Ter-Minassian
The development and deployment of artificial intelligence (AI) systems, with their profound societal impacts, raise critical challenges for governance. Historically, technological…
cs.CL2024
Extracting Paragraphs from LLM Token Activations
Nicholas Pochinkov, Angelo Benoit, Lovkush Agarwal +2
Generative large language models (LLMs) excel in natural language processing tasks, yet their inner workings remain underexplored beyond token-level predictions. This study investi…