Michael A. Lepori
6 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
NIPS (2)
ACL (1)
EMNLP (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
large language model
(2)
mechanistic interpretability
(2)
activation steering
(2)
representation learning
(2)
attention mechanism
(1)
in-context learning
(1)
harmful content
(1)
relational reasoning
(1)
next-token prediction
(1)
vision-language model
(1)
hidden representation
(1)
refusal behavior
(1)
multimodal reasoning
(1)
knowledge prior
(1)
safety tuning
(1)
model prediction
(1)
user persona
(1)
inference intervention
(1)
reasoning analysis
(1)
visual counterfactual
(1)
Papers
Language Models Struggle to Use Representations Learned In-Context
ACL 2026
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts
EMNLP 2025
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting
ICLR 2025
Racing Thoughts: Explaining Contextualization Errors in Large Language Models
NAACL 2025
Who's asking? User personas and the mechanics of latent misalignment
NIPS 2024
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
NIPS 2024