Paul Soulos

According to our database, Paul Soulos authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Disentangled deep generative models reveal coding principles of the human face processing network.

Paul Soulos, Leyla Isik

PLoS Comput. Biol., February, 2024

Toward Compositional Behavior in Neural Models: A Survey of Current Views.

Kate McCurdy, Paul Soulos, Paul Smolensky, Roland Fernandez, Jianfeng Gao

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Differentiable Tree Operations Promote Compositional Generalization.

Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao

Proceedings of the International Conference on Machine Learning, 2023

2022

Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages.

Paul Soulos, Sudha Rao, Caitlin Smith, Eric Rosen, Asli Celikyilmaz, R. Thomas McCoy, Yichen Jiang, Coleman Haley, Roland Fernandez, Hamid Palangi, Jianfeng Gao, Paul Smolensky

CoRR, 2022

2021

Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization.

Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Discovering the Compositional Structure of Vector Representations with Role Learning Networks.

Paul Soulos, R. Thomas McCoy, Tal Linzen, Paul Smolensky

Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

2018

Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels.

Joshua C. Peterson, Paul Soulos, Aida Nematzadeh, Tom Griffiths

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018