William Rudman
8 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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The Questioner
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Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI · Artificial Intelligence
(5)
Natural Language Processing
(4)
Core Methods
(4)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Deep Learning
(2)
Computer Vision
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
vision-language model
(3)
embedding space
(2)
cosine similarity
(2)
large language model
(2)
mechanistic interpretability
(2)
attention head
(2)
embedding analysis
(2)
multimodal large language model
(1)
chain-of-thought prompting
(1)
multimodal reasoning
(1)
cross-attention mechanism
(1)
transformer decoder
(1)
knowledge prior
(1)
word embedding
(1)
contextualized embedding
(1)
activation steering
(1)
model prediction
(1)
surprisal analysis
(1)
syntactic ambiguity
(1)
reasoning analysis
(1)
Papers
Mechanisms of Prompt-Induced Hallucination in Vision–Language Models
ACL 2026
Forgotten Polygons: Multimodal Large Language Models are Shape-Blind
ACL 2025
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts
EMNLP 2025
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation
NAACL 2025
Stable Anisotropic Regularization
ICLR 2024
Outlier Dimensions Encode Task Specific Knowledge
EMNLP 2023
Garden Path Traversal in GPT-2
EMNLP 2022
IsoScore: Measuring the Uniformity of Embedding Space Utilization
ACL 2022