Aida Nematzadeh

According to our database, Aida Nematzadeh authored at least 47 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Evaluating Numerical Reasoning in Text-to-Image Models.

Ivana Kajic, Olivia Wiles, Isabela Albuquerque, Matthias Bauer, Su Wang, Jordi Pont-Tuset, Aida Nematzadeh

CoRR, 2024

Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings.

Olivia Wiles, Chuhan Zhang, Isabela Albuquerque, Ivana Kajic, Su Wang, Emanuele Bugliarello, Yasumasa Onoe, Chris Knutsen, Cyrus Rashtchian, Jordi Pont-Tuset, Aida Nematzadeh

CoRR, 2024

A Simple Recipe for Contrastively Pre-Training Video-First Encoders Beyond 16 Frames.

Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak, Justin Chiu, Joe Heyward, Viorica Patraucean, Jiajun Shen, Antoine Miech, Andrew Zisserman, Aida Nematzadeh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

How FaR Are Large Language Models From Agents with Theory-of-Mind?

Pei Zhou, Aman Madaan, Srividya Pranavi Potharaju, Aditya Gupta, Kevin R. McKee, Ari Holtzman, Jay Pujara, Xiang Ren, Swaroop Mishra, Aida Nematzadeh, Shyam Upadhyay, Manaal Faruqui

CoRR, 2023

Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches.

Daniel Fried, Nicholas Tomlin, Jennifer Hu, Roma Patel, Aida Nematzadeh

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining.

Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting.

Oscar Mañas, Pau Rodríguez López, Saba Ahmadi, Aida Nematzadeh, Yash Goyal, Aishwarya Agrawal

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization.

Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Evaluating Visual Number Discrimination in Deep Neural Networks.

Ivana Kajic, Aida Nematzadeh

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Measuring Progress in Fine-grained Vision-and-Language Understanding.

Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Pragmatics in Grounded Language Learning: Phenomena, Tasks, and Modeling Approaches.

Daniel Fried, Nicholas Tomlin, Jennifer Hu, Roma Patel, Aida Nematzadeh

CoRR, 2022

Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization.

Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh

CoRR, 2022

Flamingo: a Visual Language Model for Few-Shot Learning.

Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katie Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karen Simonyan

CoRR, 2022

The Emergence of Gender Associations in Child Language Development.

Ben Prystawski, Erin Grant, Aida Nematzadeh, Spike W. S. Lee, Suzanne Stevenson, Yang Xu

Cogn. Sci., 2022

Flamingo: a Visual Language Model for Few-Shot Learning.

Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katherine Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob L. Menick, Sebastian Borgeaud, Andy Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karén Simonyan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Systematic Investigation of Commonsense Knowledge in Large Language Models.

Xiang Lorraine Li, Adhiguna Kuncoro, Jordan Hoffmann, Cyprien de Masson d'Autume, Phil Blunsom, Aida Nematzadeh

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Vision-Language Pretraining: Current Trends and the Future.

Aishwarya Agrawal, Damien Teney, Aida Nematzadeh

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

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

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

Trans. Assoc. Comput. Linguistics, 2021

Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

Jack W. Rae, Sebastian Borgeaud, Trevor Cai, Katie Millican, Jordan Hoffmann, H. Francis Song, John Aslanides, Sarah Henderson, Roman Ring, Susannah Young, Eliza Rutherford, Tom Hennigan, Jacob Menick, Albin Cassirer, Richard Powell, George van den Driessche, Lisa Anne Hendricks, Maribeth Rauh, Po-Sen Huang, Amelia Glaese, Johannes Welbl, Sumanth Dathathri, Saffron Huang, Jonathan Uesato, John Mellor, Irina Higgins, Antonia Creswell, Nat McAleese, Amy Wu, Erich Elsen, Siddhant M. Jayakumar, Elena Buchatskaya, David Budden, Esme Sutherland, Karen Simonyan, Michela Paganini, Laurent Sifre, Lena Martens, Xiang Lorraine Li, Adhiguna Kuncoro, Aida Nematzadeh, Elena Gribovskaya, Domenic Donato, Angeliki Lazaridou, Arthur Mensch, Jean-Baptiste Lespiau, Maria Tsimpoukelli, Nikolai Grigorev, Doug Fritz, Thibault Sottiaux, Mantas Pajarskas, Toby Pohlen, Zhitao Gong, Daniel Toyama, Cyprien de Masson d'Autume, Yujia Li, Tayfun Terzi, Vladimir Mikulik, Igor Babuschkin, Aidan Clark, Diego de Las Casas, Aurelia Guy, Chris Jones, James Bradbury, Matthew J. Johnson, Blake A. Hechtman, Laura Weidinger, Iason Gabriel, William Isaac, Edward Lockhart, Simon Osindero, Laura Rimell, Chris Dyer, Oriol Vinyals, Kareem Ayoub, Jeff Stanway, Lorrayne Bennett, Demis Hassabis, Koray Kavukcuoglu, Geoffrey Irving

CoRR, 2021

A Systematic Investigation of Commonsense Understanding in Large Language Models.

Xiang Lorraine Li, Adhiguna Kuncoro, Cyprien de Masson d'Autume, Phil Blunsom, Aida Nematzadeh

CoRR, 2021

Mutual Exclusivity as Competition in Cross-situational Word Learning.

Zahra Shekarchi, Aida Nematzadeh, Tom Griffiths, Suzanne Stevenson

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Probing Image-Language Transformers for Verb Understanding.

Lisa Anne Hendricks, Aida Nematzadeh

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Competition in Cross-situational Word Learning: A Computational Study.

Aida Nematzadeh, Zahra Shekarchi, Thomas L. Griffiths, Suzanne Stevenson

CoRR, 2020

Visual Grounding in Video for Unsupervised Word Translation.

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Tracing the Emergence of Gendered Language in Childhood.

Ben Prystawski, Erin Grant, Aida Nematzadeh, Spike W. S. Lee, Suzanne Stevenson, Yang Xu

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Learning to Segment Actions from Observation and Narration.

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Language Learning and Processing in People and Machines.

Aida Nematzadeh, Richard Futrell, Roger Levy

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Evaluating Theory of Mind in Question Answering.

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

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Exploiting Attention to Reveal Shortcomings in Memory Models.

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

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

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

Joshua C. Peterson, Paul Soulos, Aida Nematzadeh, Tom Griffiths

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Predicting and Explaining Human Semantic Search in a Cognitive Model.

Filip Miscevic, Aida Nematzadeh, Suzanne Stevenson

Proceedings of the 8th Workshop on Cognitive Modeling and Computational Linguistics, 2018

2017

Evaluating Vector-Space Models of Word Representation, or, The Unreasonable Effectiveness of Counting Words Near Other Words.

Aida Nematzadeh, Stephan C. Meylan, Thomas L. Griffiths

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Calculating Probabilities Simplifies Word Learning.

Aida Nematzadeh, Barend Beekhuizen, Shanshan Huang, Suzanne Stevenson

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

How Can Memory-Augmented Neural Networks Pass a False-Belief Task?

Erin Grant, Aida Nematzadeh, Thomas L. Griffiths

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Computational Modeling of Word Learning: The Role of Cognitive Processes.

Aida Nematzadeh

PhD thesis, 2016

Simple Search Algorithms on Semantic Networks Learned from Language Use.

Aida Nematzadeh, Filip Miscevic, Suzanne Stevenson

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

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

Erin Grant, Aida Nematzadeh, Suzanne Stevenson

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

A Computational Cognitive Model of Novel Word Generalization.

Aida Nematzadeh, Erin Grant, Suzanne Stevenson

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Computational Account of Novel Word Generalization.

Aida Nematzadeh, Erin Grant, Suzanne Stevenson

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014

A Cognitive Model of Semantic Network Learning.

Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Structural Differences in the Semantic Networks of Simulated Word Learners.

Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

Child Acquisition of Multiword Verbs: A Computational Investigation.

Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson

Proceedings of the Cognitive Aspects of Computational Language Acquisition, 2013

Desirable Difficulty in Learning: A Computational Investigation.

Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Word Learning in the Wild: What Natural Data Can Tell Us.

Barend Beekhuizen, Afsaneh Fazly, Aida Nematzadeh, Suzanne Stevenson

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

Interaction of Word Learning and Semantic Category Formation in Late Talking.

Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

A Computational Model of Memory, Attention, and Word Learning.

Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson

Proceedings of the 3rd Workshop on Cognitive Modeling and Computational Linguistics, 2012

2011

A Computational Study of Late Talking in Word-Meaning Acquisition.

Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011