← Authors

Adam Davies

6 papers · 2024–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (13) ❓ The Questioner (3)

Conferences

ICML (2) AAAI (1) AACL (1) IJCNLP (1) NIPS (1)

Top co-authors

Francesco Pinto (3) Philip Torr (3) Julia Hockenmaier (2) Jianhao Yuan (2) Tom A. Lamb (2) Marc E. Canby (2) Chirag Rastogi (2) Ashkan Khakzar (1) Amogh Mannekote (1) Arshia Hemmat (1)

Research topics

Education (1)

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