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Career

· Staff Research Scientist, DeepMind2021–

Publications (51)

Flamingo: a Visual Language Model for Few-Shot Learning
Neural Information Processing Systems · 2022
4,978
cited
Scaling Language Models: Methods, Analysis & Insights from Training Gopher
arXiv.org · 2021
1,531
cited
Probing Image-Language Transformers for Verb Understanding
Findings · 2021
134
cited
Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers
Transactions of the Association for Computational Linguistics · 2021
127
cited
Evaluating Theory of Mind in Question Answering
Conference on Empirical Methods in Natural Language Processing · 2018
103
cited
A Systematic Investigation of Commonsense Knowledge in Large Language Models
Conference on Empirical Methods in Natural Language Processing · 2021
74
cited
Evaluating Vector-Space Models of Word Representation, or, The Unreasonable Effectiveness of Counting Words Near Other Words
Annual Meeting of the Cognitive Science Society · 2017
60
cited
MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting
Conference of the European Chapter of the Association for Computational Linguistics · 2022
59
cited
Visual Grounding in Video for Unsupervised Word Translation
Computer Vision and Pattern Recognition · 2020
52
cited
Learning to Segment Actions from Observation and Narration
Annual Meeting of the Association for Computational Linguistics · 2020
41
cited
How Can Memory-Augmented Neural Networks Pass a False-Belief Task?
Annual Meeting of the Cognitive Science Society · 2017
33
cited
Measuring Progress in Fine-grained Vision-and-Language Understanding
Annual Meeting of the Association for Computational Linguistics · 2023
31
cited
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization
Findings · 2022
21
cited
A Cognitive Model of Semantic Network Learning
Conference on Empirical Methods in Natural Language Processing · 2014
14
cited
A Computational Model of Memory, Attention, and Word Learning
CMCL@NAACL-HLT · 2012
11
cited
Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels
Annual Meeting of the Cognitive Science Society · 2018
11
cited
Pragmatics in Grounded Language Learning: Phenomena, Tasks, and Modeling Approaches
arXiv.org · 2022
11
cited
Simple Search Algorithms on Semantic Networks Learned from Language Use
Annual Meeting of the Cognitive Science Society · 2016
11
cited
Interaction of Word Learning and Semantic Category Formation in Late Talking
Annual Meeting of the Cognitive Science Society · 2012
10
cited
A Computational Study of Late Talking in Word-Meaning Acquisition
Annual Meeting of the Cognitive Science Society · 2011
9
cited
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Aida Nematzadeh | Researcher Profile | Sotabase | Sotabase