Clément Dumas

According to our database, Clément Dumas authored at least 7 papers in 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Activation Oracles: Training and Evaluating LLMs as General-Purpose Activation Explainers.

Adam Karvonen, James Chua, Clément Dumas, Kit Fraser-Taliente, Subhash Kantamneni, Julian Minder, Euan Ong, Arnab Sen Sharma, Daniel Wen, Owain Evans, Samuel Marks

CoRR, December, 2025

nnterp: A Standardized Interface for Mechanistic Interpretability of Transformers.

Clément Dumas

CoRR, November, 2025

Believe It or Not: How Deeply do LLMs Believe Implanted Facts?

Stewart Slocum, Julian Minder, Clément Dumas, Henry Sleight, Ryan Greenblatt, Samuel Marks, Rowan Wang

CoRR, October, 2025

Narrow Finetuning Leaves Clearly Readable Traces in Activation Differences.

Julian Minder, Clément Dumas, Stewart Slocum, Helena Casademunt, Cameron Holmes, Robert West, Neel Nanda

CoRR, October, 2025

Robustly identifying concepts introduced during chat fine-tuning using crosscoders.

Julian Minder, Clément Dumas, Caden Juang, Bilal Chugtai, Neel Nanda

CoRR, April, 2025

Overcoming Sparsity Artifacts in Crosscoders to Interpret Chat-Tuning.

Julian Minder, Clément Dumas, Caden Juang, Bilal Chughtai, Neel Nanda

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in Transformers.

Clément Dumas, Chris Wendler, Veniamin Veselovsky, Giovanni Monea, Robert West

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025