Zi-Yi Dou
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Text Analysis Techniques
Most-Cited Works
- → SkipNet: Learning Dynamic Routing in Convolutional Networks(2018)614 cited
- → An Empirical Study of Training End-to-End Vision-and-Language Transformers(2022)308 cited
- → GSum: A General Framework for Guided Neural Abstractive Summarization(2021)200 cited
- → Generalized Decoding for Pixel, Image, and Language(2023)152 cited
- → Word Alignment by Fine-tuning Embeddings on Parallel Corpora(2021)121 cited
- → Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network(2017)117 cited
- → compare-mt: A Tool for Holistic Comparison of Language Generation Systems(2019)113 cited
- → Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks(2019)106 cited
- → Exploiting Deep Representations for Neural Machine Translation(2018)91 cited
- → Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone(2022)67 cited