Aida Nematzadeh
19 papers · 2014–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (11) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (42)
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Keyword Pioneer
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Hot Topic Early Bird
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Conference Polyglot
(8)
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Topic Evolution
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Mega-Team
(27)
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Century Club
(19)
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Prolific Year
(5)
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Unstoppable
(8)
ποΈ
Keyword Collector
(78)
Conferences
EMNLP (7)
ACL (4)
EACL (2)
NIPS (2)
CVPR (1)
ICLR (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
multimodal learning
(6)
vision-language model
(3)
question answering
(2)
self-supervised learning
(2)
weakly supervised learning
(2)
zero-shot learning
(2)
visual question answering
(2)
natural language processing
(2)
unsupervised learning
(2)
benchmark evaluation
(2)
generative model
(2)
few-shot learning
(2)
instructional video
(2)
in-context learning
(1)
cognitive modeling
(1)
multilingual nlp
(1)
representation learning
(1)
computational linguistics
(1)
image captioning
(1)
cross-lingual embedding
(1)
Papers
Revisiting text-to-image evaluation with Gecko: on metrics, prompts, and human rating
ICLR 2025
Evaluating Numerical Reasoning in Text-to-Image Models
NIPS 2024
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining
EMNLP 2023
Measuring Progress in Fine-grained Vision-and-Language Understanding
ACL 2023
MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting
EACL 2023
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization
EACL 2023
Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches
EMNLP 2023
Vision-Language Pretraining: Current Trends and the Future
ACL 2022
A Systematic Investigation of Commonsense Knowledge in Large Language Models
EMNLP 2022
Flamingo: a Visual Language Model for Few-Shot Learning
NIPS 2022
Probing Image-Language Transformers for Verb Understanding
ACL 2021
Probing Image-Language Transformers for Verb Understanding
IJCNLP 2021
Visual Grounding in Video for Unsupervised Word Translation
CVPR 2020
Learning to Segment Actions from Observation and Narration
ACL 2020
Language Learning and Processing in People and Machines
NAACL 2019
Exploiting Attention to Reveal Shortcomings in Memory Models
EMNLP 2018
Evaluating Theory of Mind in Question Answering
EMNLP 2018
A Computational Cognitive Model of Novel Word Generalization
EMNLP 2015
A Cognitive Model of Semantic Network Learning
EMNLP 2014