| 2025 | CogSci | LLMs have "mental" models: Latent world models in LLM network weights can be inferred from output layer tokens at inference. | Cole Robertson, Phillip Wolff |
| 2021 | CogSci | In Touch with Causation: Understanding the Impact of Kinesthetic Haptics on Causality. | Elyse D. Z. Chase, Phillip Wolff, Tobias Gerstenberg, Sean Follmer |
| 2021 | CogSci | What Transformers Might Know About the Physical World: T5 and the Origins of Knowledge. | Haohan Shi, Phillip Wolff |
| 2020 | CogSci | Using Natural Language Processing Models to Evaluate STEM Book Coherence. | Hilary E. Miller, Phillip Wolff |
| 2019 | CogSci | Using Big Data to Understand Memory and Future Thinking. | Robert Thorstad, Phillip Wolff |
| 2018 | CogSci | Using Big Data Methods to Identify Conceptual Frameworks. | Robert Thorstad, Phillip Wolff |
| 2017 | CogSci | Discovering kinds of future-oriented thought using automated machine-learning techniques. | Jason Shepard, Aiming Nie, Bridget Copley, Phillip Wolff |
| 2016 | CogSci | What Causal Illusions Might Tell us About the Identification of Causes. | Robert Thorstad, Phillip Wolff |
| 2016 | CogSci | Temporal Horizons and Decision-Making: A Big Data Approach. | Robert Thorstad, Phillip Wolff |
| 2015 | CogSci | Representations of Time Affect Willingness to Wait for Future Rewards. | Robert Thorstad, Aiming Ni, Phillip Wolff |
| 2015 | NAACL | Computational Exploration to Linguistic Structures of Future: Classification and Categorization. | Aiming Ni, Jinho D. Choi, Jason Shepard, Phillip Wolff |
| 2014 | CogSci | Causal illusions and occult forces. | Hadar Naftalovich, Jason Shepard, Phillip Wolff |
| 2014 | CogSci | Causation, Force, and the Sense of Touch. | Phillip Wolff, Samuel Ritter, Kevin Holmes |
| 2013 | CogSci | When Is Language a Window into the Mind? Looking Beyond Words to Infer Conceptual Categories. | Kevin Holmes, Phillip Wolff |
| 2013 | CogSci | Intentionality, Evaluative Judgments, and Causal Structure. | Jason Shepard, Phillip Wolff |
| 2011 | CogSci | Simulating Realism in Language Comprehension. | Kevin J. Holmes, Phillip Wolff |
| 2011 | CogSci | Using Web Corpus Statistics to Infer Conceptual Structure. | Brandon M. Lock, Eugene Agichtein, Kevin J. Holmes, Phillip Wolff |