Aida Nematzadeh
Publications by Year
Research Areas
Topic Modeling, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Natural Language Processing Techniques, Speech and dialogue systems
Most-Cited Works
- → Flamingo: a Visual Language Model for Few-Shot Learning(2022)1,238 cited
- → Scaling Language Models: Methods, Analysis & Insights from Training Gopher(2021)242 cited
- → Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers(2021)87 cited
- → Probing Image-Language Transformers for Verb Understanding(2021)61 cited
- Evaluating Vector-Space Models of Word Representation, or, The Unreasonable Effectiveness of Counting Words Near Other Words.(2017)
- → Evaluating Theory of Mind in Question Answering(2018)53 cited
- → A Systematic Investigation of Commonsense Knowledge in Large Language Models(2022)33 cited
- → Learning to Segment Actions from Observation and Narration(2020)22 cited
- → MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting(2023)18 cited
- How Can Memory-Augmented Neural Networks Pass a False-Belief Task?(2017)