Aida Nematzadeh

67 papers A* 11A 1B 15Journal 29Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Rich Insights from Cheap Signals: Efficient Evaluations via Tensor Factorization. CoRR Felipe Maia Polo, Aida Nematzadeh, Virginia Aglietti, Adam Fisch, Isabela Albuquerque
2025	J	`jnl`	Benchmarking Diversity in Image Generation via Attribute-Conditional Human Evaluation. CoRR Isabela Albuquerque, Ira Ktena, Olivia Wiles, Ivana Kajic, Amal Rannen-Triki, Cristina Nader Vasconcelos, Aida Nematzadeh
2025	J	`jnl`	Dynamic Classifier-Free Diffusion Guidance via Online Feedback. CoRR Pinelopi Papalampidi, Olivia Wiles, Ira Ktena, Aleksandar Shtedritski, Emanuele Bugliarello, Ivana Kajic, Isabela Albuquerque, Aida Nematzadeh
2025	A*	`conf`	Revisiting text-to-image evaluation with Gecko: on metrics, prompts, and human rating. ICLR Olivia Wiles, Chuhan Zhang, Isabela Albuquerque, Ivana Kajic, Su Wang, Emanuele Bugliarello, Yasumasa Onoe, Pinelopi Papalampidi, Ira Ktena, Christopher Knutsen, Cyrus Rashtchian, Anant Nawalgaria, Jordi Pont-Tuset, Aida Nematzadeh
2024	A*	`conf`	A Simple Recipe for Contrastively Pre-Training Video-First Encoders Beyond 16 Frames. CVPR Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak, Justin Chiu, Joe Heyward, Viorica Patraucean, Jiajun Shen, Antoine Miech, Andrew Zisserman, Aida Nematzadeh
2024	A*	`conf`	Evaluating Numerical Reasoning in Text-to-Image Models. NeurIPS Ivana Kajic, Olivia Wiles, Isabela Albuquerque, Matthias Bauer, Su Wang, Jordi Pont-Tuset, Aida Nematzadeh
2024	J	`jnl`	Evaluating Numerical Reasoning in Text-to-Image Models. CoRR Ivana Kajic, Olivia Wiles, Isabela Albuquerque, Matthias Bauer, Su Wang, Jordi Pont-Tuset, Aida Nematzadeh
2024	J	`jnl`	Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings. CoRR Olivia Wiles, Chuhan Zhang, Isabela Albuquerque, Ivana Kajic, Su Wang, Emanuele Bugliarello, Yasumasa Onoe, Chris Knutsen, Cyrus Rashtchian, Jordi Pont-Tuset, Aida Nematzadeh
2023	J	`jnl`	A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames. CoRR Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak, Justin Chiu, Joseph Heyward, Viorica Patraucean, Jiajun Shen, Antoine Miech, Andrew Zisserman, Aida Nematzadeh
2023	B	`conf`	Evaluating Visual Number Discrimination in Deep Neural Networks. CogSci Ivana Kajic, Aida Nematzadeh
2023	J	`jnl`	Evaluating Visual Number Discrimination in Deep Neural Networks. CoRR Ivana Kajic, Aida Nematzadeh
2023	J	`jnl`	How FaR Are Large Language Models From Agents with Theory-of-Mind? CoRR 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
2023	A	`conf`	MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting. EACL Oscar Mañas, Pau Rodríguez López, Saba Ahmadi, Aida Nematzadeh, Yash Goyal, Aishwarya Agrawal
2023	—	`conf`	Measuring Progress in Fine-grained Vision-and-Language Understanding. ACL (1) Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh
2023	J	`jnl`	Measuring Progress in Fine-grained Vision-and-Language Understanding. CoRR Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh
2023	—	`conf`	Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches. EMNLP (Findings) Daniel Fried, Nicholas Tomlin, Jennifer Hu, Roma Patel, Aida Nematzadeh
2023	—	`conf`	Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization. EACL (Findings) Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh
2023	A*	`conf`	Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining. EMNLP Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks
2023	J	`jnl`	Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining. CoRR Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks
2022	A*	`conf`	A Systematic Investigation of Commonsense Knowledge in Large Language Models. EMNLP Xiang Lorraine Li, Adhiguna Kuncoro, Jordan Hoffmann, Cyprien de Masson d'Autume, Phil Blunsom, Aida Nematzadeh
2022	A*	`conf`	Flamingo: a Visual Language Model for Few-Shot Learning. NeurIPS 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
2022	J	`jnl`	Flamingo: a Visual Language Model for Few-Shot Learning. CoRR 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
2022	J	`jnl`	MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting. CoRR Oscar Mañas, Pau Rodríguez, Saba Ahmadi, Aida Nematzadeh, Yash Goyal, Aishwarya Agrawal
2022	J	`jnl`	Pragmatics in Grounded Language Learning: Phenomena, Tasks, and Modeling Approaches. CoRR Daniel Fried, Nicholas Tomlin, Jennifer Hu, Roma Patel, Aida Nematzadeh
2022	J	`jnl`	Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization. CoRR Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh
2022	J	`jnl`	The Emergence of Gender Associations in Child Language Development. Cogn. Sci. Ben Prystawski, Erin Grant, Aida Nematzadeh, Spike W. S. Lee, Suzanne Stevenson, Yang Xu
2022	—	`conf`	Vision-Language Pretraining: Current Trends and the Future. ACL (tutorial) Aishwarya Agrawal, Damien Teney, Aida Nematzadeh
2021	J	`jnl`	A Systematic Investigation of Commonsense Understanding in Large Language Models. CoRR Xiang Lorraine Li, Adhiguna Kuncoro, Cyprien de Masson d'Autume, Phil Blunsom, Aida Nematzadeh
2021	J	`jnl`	Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers. CoRR Lisa Anne Hendricks, John Mellor, Rosalia Schneider, Jean-Baptiste Alayrac, Aida Nematzadeh
2021	J	`jnl`	Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers. Trans. Assoc. Comput. Linguistics Lisa Anne Hendricks, John Mellor, Rosalia Schneider, Jean-Baptiste Alayrac, Aida Nematzadeh
2021	B	`conf`	Mutual Exclusivity as Competition in Cross-situational Word Learning. CogSci Zahra Shekarchi, Aida Nematzadeh, Tom Griffiths, Suzanne Stevenson
2021	—	`conf`	Probing Image-Language Transformers for Verb Understanding. ACL/IJCNLP (Findings) Lisa Anne Hendricks, Aida Nematzadeh
2021	J	`jnl`	Probing Image-Language Transformers for Verb Understanding. CoRR Lisa Anne Hendricks, Aida Nematzadeh
2021	J	`jnl`	Scaling Language Models: Methods, Analysis & Insights from Training Gopher. CoRR 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
2020	J	`jnl`	Competition in Cross-situational Word Learning: A Computational Study. CoRR Aida Nematzadeh, Zahra Shekarchi, Thomas L. Griffiths, Suzanne Stevenson
2020	A*	`conf`	Learning to Segment Actions from Observation and Narration. ACL Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh
2020	J	`jnl`	Learning to Segment Actions from Observation and Narration. CoRR Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh
2020	B	`conf`	Tracing the Emergence of Gendered Language in Childhood. CogSci Ben Prystawski, Erin Grant, Aida Nematzadeh, Spike W. S. Lee, Suzanne Stevenson, Yang Xu
2020	A*	`conf`	Visual Grounding in Video for Unsupervised Word Translation. CVPR Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman
2020	J	`jnl`	Visual Grounding in Video for Unsupervised Word Translation. CoRR Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman
2019	—	`conf`	Language Learning and Processing in People and Machines. NAACL-HLT (Tutorial Abstracts) Aida Nematzadeh, Richard Futrell, Roger Levy
2018	A*	`conf`	Evaluating Theory of Mind in Question Answering. EMNLP Aida Nematzadeh, Kaylee Burns, Erin Grant, Alison Gopnik, Thomas L. Griffiths
2018	J	`jnl`	Evaluating Theory of Mind in Question Answering. CoRR Aida Nematzadeh, Kaylee Burns, Erin Grant, Alison Gopnik, Thomas L. Griffiths
2018	—	`conf`	Exploiting Attention to Reveal Shortcomings in Memory Models. BlackboxNLP@EMNLP Kaylee Burns, Aida Nematzadeh, Erin Grant, Alison Gopnik, Thomas L. Griffiths
2018	B	`conf`	Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels. CogSci Joshua C. Peterson, Paul Soulos, Aida Nematzadeh, Tom Griffiths
2018	J	`jnl`	Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels. CoRR Joshua C. Peterson, Paul Soulos, Aida Nematzadeh, Thomas L. Griffiths
2018	—	`conf`	Predicting and Explaining Human Semantic Search in a Cognitive Model. CMCL Filip Miscevic, Aida Nematzadeh, Suzanne Stevenson
2017	B	`conf`	Calculating Probabilities Simplifies Word Learning. CogSci Aida Nematzadeh, Barend Beekhuizen, Shanshan Huang, Suzanne Stevenson
2017	J	`jnl`	Calculating Probabilities Simplifies Word Learning. CoRR Aida Nematzadeh, Barend Beekhuizen, Shanshan Huang, Suzanne Stevenson
2017	B	`conf`	Evaluating Vector-Space Models of Word Representation, or, The Unreasonable Effectiveness of Counting Words Near Other Words. CogSci Aida Nematzadeh, Stephan C. Meylan, Thomas L. Griffiths
2017	B	`conf`	How Can Memory-Augmented Neural Networks Pass a False-Belief Task? CogSci Erin Grant, Aida Nematzadeh, Thomas L. Griffiths
2017	J	`jnl`	Predicting and Explaining Human Semantic Search in a Cognitive Model. CoRR Filip Miscevic, Aida Nematzadeh, Suzanne Stevenson
2016	—	`—`	Computational Modeling of Word Learning: The Role of Cognitive Processes. Aida Nematzadeh
2016	B	`conf`	Simple Search Algorithms on Semantic Networks Learned from Language Use. CogSci Aida Nematzadeh, Filip Miscevic, Suzanne Stevenson
2016	J	`jnl`	Simple Search Algorithms on Semantic Networks Learned from Language Use. CoRR Aida Nematzadeh, Filip Miscevic, Suzanne Stevenson
2016	B	`conf`	The Interaction of Memory and Attention in Novel Word Generalization: A Computational Investigation. CogSci Erin Grant, Aida Nematzadeh, Suzanne Stevenson
2016	J	`jnl`	The Interaction of Memory and Attention in Novel Word Generalization: A Computational Investigation. CoRR Erin Grant, Aida Nematzadeh, Suzanne Stevenson
2015	B	`conf`	A Computational Account of Novel Word Generalization. CogSci Aida Nematzadeh, Erin Grant, Suzanne Stevenson
2015	A*	`conf`	A Computational Cognitive Model of Novel Word Generalization. EMNLP Aida Nematzadeh, Erin Grant, Suzanne Stevenson
2014	A*	`conf`	A Cognitive Model of Semantic Network Learning. EMNLP Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson
2014	B	`conf`	Structural Differences in the Semantic Networks of Simulated Word Learners. CogSci Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson
2013	—	`ch.`	Child Acquisition of Multiword Verbs: A Computational Investigation. Cognitive Aspects of Computational Language Acquisition Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson
2013	B	`conf`	Desirable Difficulty in Learning: A Computational Investigation. CogSci Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson
2013	B	`conf`	Word Learning in the Wild: What Natural Data Can Tell Us. CogSci Barend Beekhuizen, Afsaneh Fazly, Aida Nematzadeh, Suzanne Stevenson
2012	—	`conf`	A Computational Model of Memory, Attention, and Word Learning. CMCL@NAACL-HLT Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson
2012	B	`conf`	Interaction of Word Learning and Semantic Category Formation in Late Talking. CogSci Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson
2011	B	`conf`	A Computational Study of Late Talking in Word-Meaning Acquisition. CogSci Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson