Roland Fernandez

According to our database, Roland Fernandez authored at least 23 papers between 2008 and 2024.

Collaborative distances:

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

2024

Compositional Generalization Across Distributional Shifts with Sparse Tree Operations.

Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez

CoRR, 2024

Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks.

Paul Smolensky, Roland Fernandez, Zhenghao Herbert Zhou, Mattia Opper, Jianfeng Gao

CoRR, 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

Implicit Chain of Thought Reasoning via Knowledge Distillation.

Yuntian Deng, Kiran Prasad, Roland Fernandez, Paul Smolensky, Vishrav Chaudhary, Stuart M. Shieber

CoRR, 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

Neurocompositional Computing: From the Central Paradox of Cognition to a New Generation of AI Systems.

Paul Smolensky, Richard Thomas McCoy, Roland Fernandez, Matthew Goldrick, Jianfeng Gao

AI Mag., 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

Compositional processing emerges in neural networks solving math problems.

Jacob L. Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language.

Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang

CoRR, 2020

Working Memory Graphs.

Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving.

Imanol Schlag, Paul Smolensky, Roland Fernandez, Nebojsa Jojic, Jürgen Schmidhuber, Jianfeng Gao

CoRR, 2019

A system for real-time interactive analysis of deep learning training.

Shital Shah, Roland Fernandez, Steven Mark Drucker

Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2019

2018

Atom: A Grammar for Unit Visualizations.

Deokgun Park, Steven Mark Drucker, Roland Fernandez, Niklas Elmqvist

IEEE Trans. Vis. Comput. Graph., 2018

Learning and analyzing vector encoding of symbolic representations.

Roland Fernandez, Asli Celikyilmaz, Rishabh Singh, Paul Smolensky

CoRR, 2018

Learning and Analyzing Vector Encoding of Symbolic Representation.

Roland Fernandez, Asli Celikyilmaz, Paul Smolensky, Rishabh Singh

Proceedings of the 6th International Conference on Learning Representations, 2018

2015

Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing.

Sanjay Kairam, Nathalie Henry Riche, Steven Mark Drucker, Roland Fernandez, Jeffrey Heer

Comput. Graph. Forum, 2015

2010

WebCharts: Extending Applications with Web-Authored, Embeddable Visualizations.

Danyel Fisher, Steven Mark Drucker, Roland Fernandez, Scott Ruble

IEEE Trans. Vis. Comput. Graph., 2010

2009

What designers want: Needs of interactive application designers.

Valentina Grigoreanu, Roland Fernandez, Kori Inkpen, George G. Robertson

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2009

WIPDash: Work Item and People Dashboard for Software Development Teams.

Mikkel R. Jakobsen, Roland Fernandez, Mary Czerwinski, Kori Inkpen, Olga A. Kulyk, George G. Robertson

Proceedings of the Human-Computer Interaction, 2009

2008

Effectiveness of Animation in Trend Visualization.

George G. Robertson, Roland Fernandez, Danyel Fisher, Bongshin Lee, John T. Stasko

IEEE Trans. Vis. Comput. Graph., 2008

GroupBanter: Supporting Serendipitous Group Conversations with IM.

Kori Inkpen, Steve Whittaker, Mary Czerwinski, Roland Fernandez, James R. Wallace

Proceedings of the Collaborative Computing: Networking, 2008

TapGlance: designing a unified smartphone interface.

Daniel C. Robbins, Bongshin Lee, Roland Fernandez

Proceedings of the Conference on Designing Interactive Systems, 2008