Desmond Elliott
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Topic Modeling, Natural Language Processing Techniques, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures(2016)343 cited
- → Image Description using Visual Dependency Representations(2013)293 cited
- → A Shared Task on Multimodal Machine Translation and Crosslingual Image Description(2016)242 cited
- → How2: A Large-scale Dataset for Multimodal Language Understanding(2018)152 cited
- → Findings of the Third Shared Task on Multimodal Machine Translation(2018)147 cited
- → Comparing Automatic Evaluation Measures for Image Description(2014)138 cited
- → Multi30K: Multilingual English-German Image Descriptions(2016)133 cited
- → Smallcap: Lightweight Image Captioning Prompted with Retrieval Augmentation(2023)100 cited