Roland Fernandez

33 papers A* 4A 1B 2C 1Misc 1Journal 21Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks. J. Artif. Intell. Res. Paul Smolensky, Roland Fernandez, Zhenghao Herbert Zhou, Mattia Opper, Adam Davies, Jianfeng Gao
2025	J	`jnl`	TRA: Better Length Generalisation with Threshold Relative Attention. CoRR Mattia Opper, Roland Fernandez, Paul Smolensky, Jianfeng Gao
2025	J	`jnl`	TRA: Better Length Generalisation with Threshold Relative Attention. Trans. Mach. Learn. Res. Mattia Opper, Roland Fernandez, Paul Smolensky, Jianfeng Gao
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`	Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks. CoRR Paul Smolensky, Roland Fernandez, Zhenghao Herbert Zhou, Mattia Opper, Jianfeng Gao
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
2023	J	`jnl`	Implicit Chain of Thought Reasoning via Knowledge Distillation. CoRR Yuntian Deng, Kiran Prasad, Roland Fernandez, Paul Smolensky, Vishrav Chaudhary, Stuart M. Shieber
2022	J	`jnl`	Neurocompositional Computing: From the Central Paradox of Cognition to a New Generation of AI Systems. AI Mag. Paul Smolensky, Richard Thomas McCoy, Roland Fernandez, Matthew Goldrick, Jianfeng Gao
2022	J	`jnl`	Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems. CoRR Paul Smolensky, R. Thomas McCoy, Roland Fernandez, Matthew Goldrick, 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	J	`jnl`	Compositional Processing Emerges in Neural Networks Solving Math Problems. CoRR Jacob L. Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao
2021	B	`conf`	Compositional processing emerges in neural networks solving math problems. CogSci Jacob L. Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao
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	J	`jnl`	A System for Real-Time Interactive Analysis of Deep Learning Training. CoRR Shital Shah, Roland Fernandez, Steven Mark Drucker
2020	J	`jnl`	Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language. CoRR Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang
2020	A*	`conf`	Working Memory Graphs. ICML Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht
2019	Misc	`conf`	A system for real-time interactive analysis of deep learning training. EICS Shital Shah, Roland Fernandez, Steven Mark Drucker
2019	J	`jnl`	Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving. CoRR Imanol Schlag, Paul Smolensky, Roland Fernandez, Nebojsa Jojic, Jürgen Schmidhuber, Jianfeng Gao
2019	J	`jnl`	Working Memory Graphs. CoRR Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht
2018	J	`jnl`	Atom: A Grammar for Unit Visualizations. IEEE Trans. Vis. Comput. Graph. Deokgun Park, Steven Mark Drucker, Roland Fernandez, Niklas Elmqvist
2018	—	`conf`	Learning and Analyzing Vector Encoding of Symbolic Representation. ICLR (Workshop) Roland Fernandez, Asli Celikyilmaz, Paul Smolensky, Rishabh Singh
2018	J	`jnl`	Learning and analyzing vector encoding of symbolic representations. CoRR Roland Fernandez, Asli Celikyilmaz, Rishabh Singh, Paul Smolensky
2015	J	`jnl`	Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing. Comput. Graph. Forum Sanjay Kairam, Nathalie Henry Riche, Steven Mark Drucker, Roland Fernandez, Jeffrey Heer
2010	J	`jnl`	WebCharts: Extending Applications with Web-Authored, Embeddable Visualizations. IEEE Trans. Vis. Comput. Graph. Danyel Fisher, Steven Mark Drucker, Roland Fernandez, Scott Ruble
2009	—	`conf`	WIPDash: Work Item and People Dashboard for Software Development Teams. INTERACT (2) Mikkel R. Jakobsen, Roland Fernandez, Mary Czerwinski, Kori Inkpen, Olga A. Kulyk, George G. Robertson
2009	B	`conf`	What designers want: Needs of interactive application designers. VL/HCC Valentina Grigoreanu, Roland Fernandez, Kori Inkpen, George G. Robertson
2008	J	`jnl`	Effectiveness of Animation in Trend Visualization. IEEE Trans. Vis. Comput. Graph. George G. Robertson, Roland Fernandez, Danyel Fisher, Bongshin Lee, John T. Stasko
2008	C	`conf`	GroupBanter: Supporting Serendipitous Group Conversations with IM. CollaborateCom Kori Inkpen, Steve Whittaker, Mary Czerwinski, Roland Fernandez, James R. Wallace
2008	A	`conf`	TapGlance: designing a unified smartphone interface. Conference on Designing Interactive Systems Daniel C. Robbins, Bongshin Lee, Roland Fernandez