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Roland Fernandez

Implicit Chain of Thought Reasoning via Knowledge Distillation

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Nov 02, 2023
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Differentiable Tree Operations Promote Compositional Generalization

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Jun 01, 2023
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Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages

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Aug 11, 2022
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Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems

May 02, 2022
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Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization

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Jun 02, 2021
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Compositional Processing Emerges in Neural Networks Solving Math Problems

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May 19, 2021
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Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language

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Nov 18, 2020
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A System for Real-Time Interactive Analysis of Deep Learning Training

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Jan 07, 2020
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Working Memory Graphs

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Nov 17, 2019
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Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving

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Oct 15, 2019
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