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Adam Davies
Adam Davies
Department of Computer Science, University of Illinois Urbana-Champaign
Verified email at illinois.edu - Homepage
Title
Cited by
Cited by
Year
Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
J Yuan, F Pinto, A Davies, P Torr
Proceedings of the 41st International Conference on Machine Learning 235 …, 2024
20*2024
Competence-based analysis of language models
A Davies, J Jiang, CX Zhai
arXiv preprint arXiv:2303.00333, 2023
32023
Toward a big data analysis system for historical newspaper collections research
SP Satheesan, Bhavya, A Davies, AB Craig, Y Zhang, CX Zhai
Proceedings of the Platform for Advanced Scientific Computing Conference, 1-11, 2022
22022
Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments
A Mannekote, A Davies, J Kang, KE Boyer
arXiv preprint arXiv:2410.02110, 2024
2024
Measuring the Reliability of Causal Probing Methods: Tradeoffs, Limitations, and the Plight of Nullifying Interventions
M Canby, A Davies, C Rastogi, J Hockenmaier
arXiv preprint arXiv:2408.15510, 2024
2024
The Cognitive Revolution in Interpretability: From Explaining Behavior to Interpreting Representations and Algorithms
A Davies, A Khakzar
arXiv preprint arXiv:2408.05859, 2024
2024
Understanding the social construction of juvenile delinquency: insights from semantic analysis of big-data historical newspaper collections
Y Zhang, A Davies, CX Zhai
Journal of Computational Social Science, 1-43, 2024
2024
Definitional Templating: A Novel Approach to Modeling the Compositional Semantics of Noun Compounds
A Davies
2021
Large Language Models for Whole-Learner Support: Opportunities and Challenges
A Mannekote, A Davies, JD Pinto, S Zhang, D Olds, NL Schroeder, ...
Frontiers in Artificial Intelligence 7, 1460364, 0
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