Yoann L. Launay

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Eval Frameworks & Benchmarks (1)Interpretability & Mechanistic Interp (1)Natural Language Processing (1)

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Tom Kempton (1)Julia Rozanova (1)Parameswaran Kamalaruban (1)Maeve Madigan (1)

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Feb 12, 2026

Tom Kempton +7Feb 12, 2026

DMAP: A Distribution Map for Text

Forget perplexity: DMAP offers a mathematically grounded, model-agnostic representation of text that unlocks new insights into generation quality, machine-generated text detection, and forensic analysis of synthetic data influence.

Tom Kempton, Julia Rozanova, Parameswaran Kamalaruban +5

Eval Frameworks & Benchmarks Interpretability & Mechanistic Interp Natural Language Processing

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Yoann L. Launay

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)