Aida Nematzadeh
Aida Nematzadeh
Research Scientist, DeepMind
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Evaluating Vector-Space Models of Word Representation, or, The Unreasonable Effectiveness of Counting Words Near Other Words
A Nematzadeh, SC Meylan, TL Griffiths
572017
Evaluating theory of mind in question answering
A Nematzadeh, K Burns, E Grant, A Gopnik, TL Griffiths
arXiv preprint arXiv:1808.09352, 2018
212018
Visual grounding in video for unsupervised word translation
GA Sigurdsson, JB Alayrac, A Nematzadeh, L Smaira, M Malinowski, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
202020
A cognitive model of semantic network learning
A Nematzadeh, A Fazly, S Stevenson
Proceedings of the 2014 Conference on Empirical Methods in Natural Language …, 2014
122014
A computational model of memory, attention, and word learning
A Nematzadeh, A Fazly, S Stevenson
Proceedings of the 3rd Workshop on Cognitive Modeling and Computational …, 2012
122012
A computational study of late talking in word-meaning acquisition
A Nematzadeh, A Fazly, S Stevenson
Proceedings of the Annual Meeting of the Cognitive Science Society 33 (33), 2011
112011
Learning hierarchical visual representations in deep neural networks using hierarchical linguistic labels
JC Peterson, P Soulos, A Nematzadeh, TL Griffiths
arXiv preprint arXiv:1805.07647, 2018
102018
Simple search algorithms on semantic networks learned from language use
A Nematzadeh, F Miscevic, S Stevenson
arXiv preprint arXiv:1602.03265, 2016
102016
Structural differences in the semantic networks of simulated word learners
A Nematzadeh, A Fazly, S Stevenson
Proceedings of the Annual Meeting of the Cognitive Science Society 36 (36), 2014
92014
Child acquisition of multiword verbs: A computational investigation
A Nematzadeh, A Fazly, S Stevenson
Cognitive Aspects of Computational Language Acquisition, 235-256, 2013
92013
Interaction of word learning and semantic category formation in late talking
A Nematzadeh, A Fazly, S Stevenson
Proceedings of the Annual Meeting of the Cognitive Science Society 34 (34), 2012
92012
Decoupling the role of data, attention, and losses in multimodal transformers
LA Hendricks, J Mellor, R Schneider, JB Alayrac, A Nematzadeh
arXiv preprint arXiv:2102.00529, 2021
72021
On Memory in Human and Artificial Language Processing Systems
A Nematzadeh, S Ruder, D Yogatama
72020
Word learning in the wild: What natural data can tell us
B Beekhuizen, A Fazly, A Nematzadeh, S Stevenson
Proceedings of the Annual Meeting of the Cognitive Science Society 35 (35), 2013
72013
Exploiting attention to reveal shortcomings in memory models
K Burns, A Nematzadeh, E Grant, A Gopnik, T Griffiths
Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and …, 2018
62018
A computational cognitive model of novel word generalization
A Nematzadeh, E Grant, S Stevenson
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
62015
Learning to segment actions from observation and narration
D Fried, JB Alayrac, P Blunsom, C Dyer, S Clark, A Nematzadeh
ACL 2020, 2020
42020
Acquiring multiword verbs: The role of statistical evidence
A Fazly, A Nematzadeh, S Stevenson
Proceedings of the Annual Meeting of the Cognitive Science Society 31 (31), 2009
42009
Calculating probabilities simplifies word learning
A Nematzadeh, B Beekhuizen, S Huang, S Stevenson
arXiv preprint arXiv:1702.06672, 2017
32017
Desirable difficulty in learning: A computational investigation
A Nematzadeh, A Fazly, S Stevenson
Proceedings of the Annual Meeting of the Cognitive Science Society 35 (35), 2013
32013
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Artiklar 1–20