| 2025 | ICML | Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks. | Lukas Braun, Erin Grant, Andrew M. Saxe |
| 2023 | UAI | Gaussian Process Surrogate Models for Neural Networks. | Michael Y. Li, Erin Grant, Thomas L. Griffiths |
| 2022 | ICML | Distinguishing rule and exemplar-based generalization in learning systems. | Ishita Dasgupta, Erin Grant, Tom Griffiths |
| 2021 | CogSci | Are Convolutional Neural Networks or Transformers more like human vision? | Shikhar Tuli, Ishita Dasgupta, Erin Grant, Tom Griffiths |
| 2020 | CogSci | Universal linguistic inductive biases via meta-learning. | Richard Thomas McCoy, Erin Grant, Paul Smolensky, Tom Griffiths, Tal Linzen |
| 2020 | CogSci | Tracing the Emergence of Gendered Language in Childhood. | Ben Prystawski, Erin Grant, Aida Nematzadeh, Spike W. S. Lee, Suzanne Stevenson, Yang Xu |
| 2019 | CogSci | Learning deep taxonomic priors for concept learning from few positive examples. | Erin Grant, Joshua C. Peterson, Tom Griffiths |
| 2018 | EMNLP | Exploiting Attention to Reveal Shortcomings in Memory Models. | Kaylee Burns, Aida Nematzadeh, Erin Grant, Alison Gopnik, Thomas L. Griffiths |
| 2018 | EMNLP | Evaluating Theory of Mind in Question Answering. | Aida Nematzadeh, Kaylee Burns, Erin Grant, Alison Gopnik, Thomas L. Griffiths |
| 2018 | ICLR | Recasting Gradient-Based Meta-Learning as Hierarchical Bayes. | Erin Grant, Chelsea Finn, Sergey Levine, Trevor Darrell, Thomas L. Griffiths |
| 2017 | CogSci | How Can Memory-Augmented Neural Networks Pass a False-Belief Task? | Erin Grant, Aida Nematzadeh, Thomas L. Griffiths |
| 2016 | CogSci | The Interaction of Memory and Attention in Novel Word Generalization: A Computational Investigation. | Erin Grant, Aida Nematzadeh, Suzanne Stevenson |
| 2015 | CogSci | A Computational Account of Novel Word Generalization. | Aida Nematzadeh, Erin Grant, Suzanne Stevenson |
| 2015 | EMNLP | A Computational Cognitive Model of Novel Word Generalization. | Aida Nematzadeh, Erin Grant, Suzanne Stevenson |