Caiming Xiong
Salesforce (United States)(US)China Agricultural University(CN)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Speech and dialogue systems
Most-Cited Works
- → Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning(2017)1,708 cited
- → A Deep Reinforced Model for Abstractive Summarization(2017)1,273 cited
- → Large language models generate functional protein sequences across diverse families(2023)956 cited
- → BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation(2022)862 cited
- → Align before Fuse: Vision and Language Representation Learning with Momentum Distillation(2021)822 cited
- → CTRL: A Conditional Transformer Language Model for Controllable Generation(2019)787 cited
- → Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning(2017)785 cited
- → Dynamic Memory Networks for Visual and Textual Question Answering(2016)593 cited
- → End-to-End Dense Video Captioning with Masked Transformer(2018)558 cited
- → A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks(2017)532 cited