Aida Nematzadeh
18 papers · 2014–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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multimodal learning
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vision-language model
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generative model
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weakly supervised learning
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few-shot learning
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zero-shot learning
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instructional video
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visual question answering
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unsupervised learning
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benchmark evaluation
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natural language processing
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multimodal model
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self-supervised learning
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question answering
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in-context learning
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cognitive modeling
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multilingual nlp
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representation learning
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computational linguistics
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image captioning
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Papers
Revisiting text-to-image evaluation with Gecko: on metrics, prompts, and human rating
ICLR 2025
Evaluating Numerical Reasoning in Text-to-Image Models
NeurIPS 2024
MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting
EACL 2023
Measuring Progress in Fine-grained Vision-and-Language Understanding
ACL 2023
Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches
EMNLP 2023
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization
EACL 2023
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining
EMNLP 2023
A Systematic Investigation of Commonsense Knowledge in Large Language Models
EMNLP 2022
Flamingo: a Visual Language Model for Few-Shot Learning
NeurIPS 2022
Vision-Language Pretraining: Current Trends and the Future
ACL 2022
Probing Image-Language Transformers for Verb Understanding
ACL 2021
Learning to Segment Actions from Observation and Narration
ACL 2020
Visual Grounding in Video for Unsupervised Word Translation
CVPR 2020
Language Learning and Processing in People and Machines
NAACL 2019
Evaluating Theory of Mind in Question Answering
EMNLP 2018
Exploiting Attention to Reveal Shortcomings in Memory Models
EMNLP 2018
A Computational Cognitive Model of Novel Word Generalization
EMNLP 2015
A Cognitive Model of Semantic Network Learning
EMNLP 2014