Paul Soulos

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Boolean Operations

Visual Representations

Top Venues

BlackboxNLP@EMNLP

Publications

Paul Soulos, Leyla Isik
Disentangled deep generative models reveal coding principles of the human face processing network. PLoS Comput. Biol. 20 (2) (2024)
Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao
Differentiable Tree Operations Promote Compositional Generalization. ICML (2023)
Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao
Differentiable Tree Operations Promote Compositional Generalization. CoRR (2023)
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
Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages. CoRR (2022)
Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. NAACL-HLT (2021)
Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. CoRR (2021)
Paul Soulos, R. Thomas McCoy, Tal Linzen, Paul Smolensky
Discovering the Compositional Structure of Vector Representations with Role Learning Networks. BlackboxNLP@EMNLP (2020)
Paul Soulos, Tom McCoy, Tal Linzen, Paul Smolensky
Discovering the Compositional Structure of Vector Representations with Role Learning Networks. CoRR (2019)
Joshua C. Peterson, Paul Soulos, Aida Nematzadeh, Tom Griffiths
Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels. CogSci (2018)
Joshua C. Peterson, Paul Soulos, Aida Nematzadeh, Thomas L. Griffiths
Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels. CoRR (2018)