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Probing Image-Language Transformers for Verb Understanding


Jun 16, 2021
Lisa Anne Hendricks, Aida Nematzadeh


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Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers


Jan 31, 2021
Lisa Anne Hendricks, John Mellor, Rosalia Schneider, Jean-Baptiste Alayrac, Aida Nematzadeh

* pre-print of MIT Press Publication version 

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Competition in Cross-situational Word Learning: A Computational Study


Dec 06, 2020
Aida Nematzadeh, Zahra Shekarchi, Thomas L. Griffiths, Suzanne Stevenson

* 38 pages, 4 figures, 2 tables 

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Learning to Segment Actions from Observation and Narration


May 07, 2020
Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh

* ACL 2020 

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Visual Grounding in Video for Unsupervised Word Translation


Mar 26, 2020
Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman

* CVPR 2020 
* CVPR 2020 

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Evaluating Theory of Mind in Question Answering


Aug 28, 2018
Aida Nematzadeh, Kaylee Burns, Erin Grant, Alison Gopnik, Thomas L. Griffiths


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Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels


May 19, 2018
Joshua C. Peterson, Paul Soulos, Aida Nematzadeh, Thomas L. Griffiths

* 6 pages, 4 figures, 1 table. Accepted as a paper to the 40th Annual Meeting of the Cognitive Science Society (CogSci 2018) 

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Predicting and Explaining Human Semantic Search in a Cognitive Model


Nov 29, 2017
Filip Miscevic, Aida Nematzadeh, Suzanne Stevenson

* To appear in proceedings for CMCL 2018 

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Calculating Probabilities Simplifies Word Learning


Feb 22, 2017
Aida Nematzadeh, Barend Beekhuizen, Shanshan Huang, Suzanne Stevenson


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The Interaction of Memory and Attention in Novel Word Generalization: A Computational Investigation


Feb 18, 2016
Erin Grant, Aida Nematzadeh, Suzanne Stevenson


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Simple Search Algorithms on Semantic Networks Learned from Language Use


Feb 11, 2016
Aida Nematzadeh, Filip Miscevic, Suzanne Stevenson


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