Paul Soulos - RankMe

13 papers A* 3B 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Compositional Generalization Across Distributional Shifts with Sparse Tree Operations. NeurIPS Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez
2024	J	`jnl`	Compositional Generalization Across Distributional Shifts with Sparse Tree Operations. CoRR Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez
2024	J	`jnl`	Disentangled deep generative models reveal coding principles of the human face processing network. PLoS Comput. Biol. Paul Soulos, Leyla Isik
2024	A*	`conf`	Toward Compositional Behavior in Neural Models: A Survey of Current Views. EMNLP Kate McCurdy, Paul Soulos, Paul Smolensky, Roland Fernandez, Jianfeng Gao
2023	A*	`conf`	Differentiable Tree Operations Promote Compositional Generalization. ICML Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao
2023	J	`jnl`	Differentiable Tree Operations Promote Compositional Generalization. CoRR Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao
2022	J	`jnl`	Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages. CoRR 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
2021	—	`conf`	Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. NAACL-HLT Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao
2021	J	`jnl`	Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. CoRR Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao
2020	—	`conf`	Discovering the Compositional Structure of Vector Representations with Role Learning Networks. BlackboxNLP@EMNLP Paul Soulos, R. Thomas McCoy, Tal Linzen, Paul Smolensky
2019	J	`jnl`	Discovering the Compositional Structure of Vector Representations with Role Learning Networks. CoRR Paul Soulos, Tom McCoy, Tal Linzen, Paul Smolensky
2018	B	`conf`	Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels. CogSci Joshua C. Peterson, Paul Soulos, Aida Nematzadeh, Tom Griffiths
2018	J	`jnl`	Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels. CoRR Joshua C. Peterson, Paul Soulos, Aida Nematzadeh, Thomas L. Griffiths