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Vlad Niculae

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Sparse and Structured Hopfield Networks

Feb 21, 2024
Saul Santos, Vlad Niculae, Daniel McNamee, Andre F. T. Martins

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On Measuring Context Utilization in Document-Level MT Systems

Feb 02, 2024
Wafaa Mohammed, Vlad Niculae

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The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation

Oct 31, 2023
Evgeniia Tokarchuk, Vlad Niculae

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Joint Dropout: Improving Generalizability in Low-Resource Neural Machine Translation through Phrase Pair Variables

Jul 24, 2023
Ali Araabi, Vlad Niculae, Christof Monz

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Two derivations of Principal Component Analysis on datasets of distributions

Jun 23, 2023
Vlad Niculae

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Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens

May 19, 2023
David Stap, Vlad Niculae, Christof Monz

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DAG Learning on the Permutahedron

Feb 10, 2023
Valentina Zantedeschi, Luca Franceschi, Jean Kaddour, Matt J. Kusner, Vlad Niculae

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Discrete Latent Structure in Neural Networks

Jan 18, 2023
Vlad Niculae, Caio F. Corro, Nikita Nangia, Tsvetomila Mihaylova, André F. T. Martins

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How Effective is Byte Pair Encoding for Out-Of-Vocabulary Words in Neural Machine Translation?

Aug 17, 2022
Ali Araabi, Christof Monz, Vlad Niculae

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