Adam Davies
6 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(13)
β
The Questioner
(3)
Conferences
ICML (2)
AAAI (1)
AACL (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
causal probing
(2)
foundation model
(2)
large language model
(2)
visual perception
(1)
object recognition
(1)
educational simulation
(1)
learning environments
(1)
learner modeling
(1)
prompt engineering
(1)
multimodal learning
(1)
probing analysis
(1)
model interpretability
(1)
shape recognition
(1)
vision-language model
(1)
open-ended learning
(1)
abstract shape
(1)
dataset evaluation
(1)
counterfactual intervention
(1)
perception evaluation
(1)
behavioral simulation
(1)
Papers
Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments
AAAI 2025
How Reliable are Causal Probing Interventions?
AACL 2025
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification
ICML 2025
How Reliable are Causal Probing Interventions?
IJCNLP 2025
Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models
NIPS 2024
Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
ICML 2024