Sotabase

Career

· PhD Student, Stanford University2014–
· Moore Distinguished Scholar, California Institute of Technology
· Assistant Professor of Philosophy, Stanford
· Clarence Irving Lewis Professor of Philosophy, Stanford University
· Faculty Affiliate, Institute for Human-Centered Artificial Intelligence (HAI), Stanford University
· Herbert Simon Fellow in Scientific Philosophy, Stanford University
· Professor (By courtesy), Computer Science, Stanford University

Publications (174)

On the Opportunities and Risks of Foundation Models
arXiv.org · 2021
5,795
cited
Holistic Evaluation of Language Models
Trans. Mach. Learn. Res. · 2023
1,324
cited
Causal Abstractions of Neural Networks
Neural Information Processing Systems · 2021
310
cited
On Pearl’s Hierarchy and the Foundations of Causal Inference
Probabilistic and Causal Inference · 2022
304
cited
Neural-Symbolic Learning and Reasoning: Contributions and Challenges
AAAI Spring Symposia · 2015
191
cited
Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations
CLEaR · 2023
145
cited
Normality and actual causal strength
Cognition · 2017
130
cited
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability
2023
114
cited
Inducing Causal Structure for Interpretable Neural Networks
International Conference on Machine Learning · 2021
94
cited
Moorean Phenomena in Epistemic Logic
Advances in Modal Logic · 2010
70
cited
Expectations affect physical causation judgments.
Journal of experimental psychology. General · 2019
46
cited
Inference from explanation.
Journal of experimental psychology. General · 2020
44
cited
Joint revision of belief and intention
International Conference on Principles of Knowledge Representation and Reasoning · 2010
44
cited
Measure semantics and qualitative semantics for epistemic modals
2013
41
cited
Subjective Probability as Sampling Propensity
2016
37
cited
Probabilistic Reasoning across the Causal Hierarchy
AAAI Conference on Artificial Intelligence · 2020
36
cited
A Topological Study of the Closed Fragment of GLP
Journal of Logic and Computation · 2011
32
cited
Bayes, Bounds, and Rational Analysis
Philosophia Scientiæ · 2018
32
cited
Causal Distillation for Language Models
North American Chapter of the Association for Computational Linguistics · 2021
29
cited
Inclusion and Exclusion in Natural Language
Studia Logica: An International Journal for Symbolic Logic · 2012
25
cited
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