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A General Framework for Auditing Differentially Private Machine Learning


Oct 16, 2022
Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa

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* NeurIPS 2022 

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PASTA: A Dataset for Modeling Participant States in Narratives


Jul 31, 2022
Sayontan Ghosh, Mahnaz Koupaee, Isabella Chen, Francis Ferraro, Nathanael Chambers, Niranjan Balasubramanian

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Neural Bregman Divergences for Distance Learning


Jun 09, 2022
Fred Lu, Edward Raff, Francis Ferraro

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RevUp: Revise and Update Information Bottleneck for Event Representation


May 24, 2022
Mehdi Rezaee, Francis Ferraro

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Continuously Generalized Ordinal Regression for Linear and Deep Models


Feb 14, 2022
Fred Lu, Francis Ferraro, Edward Raff

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Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech


Dec 27, 2021
Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek

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* To appear in the Proceedings of the 36th AAAI Conference on Artificial Intelligence. February 2022, Vancouver 

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Transferring Semantic Knowledge Into Language Encoders


Oct 14, 2021
Mohammad Umair, Francis Ferraro

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Discriminative and Generative Transformer-based Models For Situation Entity Classification


Sep 15, 2021
Mehdi Rezaee, Kasra Darvish, Gaoussou Youssouf Kebe, Francis Ferraro

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Neural Variational Learning for Grounded Language Acquisition


Jul 20, 2021
Nisha Pillai, Cynthia Matuszek, Francis Ferraro

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* 2021 30th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) 

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Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment


Jun 30, 2021
Ashwinkumar Ganesan, Francis Ferraro, Tim Oates

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* Findings of the Association for Computational Linguistics: ACL 2021 

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