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Paul Soulos
Paul Soulos
PhD Student in Cognitive Science, Johns Hopkins University
Correu electrònic verificat a jh.edu
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Discovering the compositional structure of vector representations with role learning networks
P Soulos, T McCoy, T Linzen, P Smolensky
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting …, 2019
492019
Enriching transformers with structured tensor-product representations for abstractive summarization
Y Jiang, A Celikyilmaz, P Smolensky, P Soulos, S Rao, H Palangi, ...
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
202021
Learning hierarchical visual representations in deep neural networks using hierarchical linguistic labels
JC Peterson, P Soulos, A Nematzadeh, TL Griffiths
arXiv preprint arXiv:1805.07647, 2018
192018
Context-aware system for providing fitness information
P Soulos, A Gale
US Patent App. 14/812,379, 2017
102017
Differentiable tree operations promote compositional generalization
P Soulos, EJ Hu, K McCurdy, Y Chen, R Fernandez, P Smolensky, J Gao
International Conference on Machine Learning, 32499-32520, 2023
92023
Disentangled deep generative models reveal coding principles of the human face processing network
P Soulos, L Isik
PLOS Computational Biology 20 (2), e1011887, 2024
6*2024
Structural biases for improving transformers on translation into morphologically rich languages
P Soulos, S Rao, C Smith, E Rosen, A Celikyilmaz, RT McCoy, Y Jiang, ...
arXiv preprint arXiv:2208.06061, 2022
42022
Compositional generalization across distributional shifts with sparse tree operations
P Soulos, H Conklin, M Opper, P Smolensky, J Gao, R Fernandez
arXiv preprint arXiv:2412.14076, 2024
12024
Toward Compositional Behavior in Neural Models: A Survey of Current Views
K McCurdy, P Soulos, P Smolensky, R Fernandez, J Gao
Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024
12024
Recurrent Transformers Trade-off Parallelism for Length Generalization on Regular Languages
P Soulos, A Terzic, M Hersche, A Rahimi
The First Workshop on System-2 Reasoning at Scale, NeurIPS'24, 2024
2024
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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