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J. Dentan

8 papers hereh-index 17 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.CR3
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedUnveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cs.CL2026

Kernel Token Contradiction: a Fast and Principled Approach for LLM Claim Uncertainty Quantification

Jérémie Dentan, Alexi Canesse, Mahammed El Sharkawy +1

Claim-level Uncertainty Quantification (UQ) aims to mitigate the lack of reliability of Large Language Models (LLMs) by evaluating the factuality of each claim in their outputs. We…

cs.AI2026

Voxtral TTS

Mistral-AI, :, Alexander H. Liu +186

We introduce Voxtral TTS, an expressive multilingual text-to-speech model that generates natural speech from as little as 3 seconds of reference audio. Voxtral TTS adopts a hybrid…

cs.CR2026

Activation Surgery: Jailbreaking White-box LLMs without Touching the Prompt

Maël Jenny, Jérémie Dentan, Sonia Vanier +1

Most jailbreak techniques for Large Language Models (LLMs) primarily rely on prompt modifications, including paraphrasing, obfuscation, or conversational strategies. Meanwhile, abl…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.