Yann Dauphin

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Generative Adversarial Networks and Image Synthesis

Most-Cited Works

• → mixup: Beyond Empirical Risk Minimization(2017)4,729 cited
• → Convolutional Sequence to Sequence Learning(2017)1,901 cited
• → Language Modeling with Gated Convolutional Networks(2016)1,120 cited
• → Hierarchical Neural Story Generation(2018)1,105 cited
• Identifying and attacking the saddle point problem in high-dimensional non-convex optimization(2014)
• → Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding(2014)469 cited
• → A Convolutional Encoder Model for Neural Machine Translation(2017)430 cited