Strategies for Training Large Vocabulary Neural Language Models
Wenlin Chen, David Grangier, Michael Auli
People
Research Manager
I am a Research Scientist manager supporting a machine learning team for ads ranking. Our team consists of world-class machine learning experts, working on advanced model architectures for deep neural networks, recommender systems, large scale distributed training, meta-learning algorithms, reinforcement learning, and new learning formulations. Our mission is to build meaningful connections between people and businesses with machine learning technologies.
Prior to joining Facebook, I obtained my PhD degree in machine learning in 2016 from Washington University in St. Louis, under the supervision of Yixin Chen and Kilian Weinberger. I received my bachelor degree from the University of Science and Technology of China in 2011.
I received a distinguished paper award at AMIA 2015, best student paper award runner-up at KDD14 and nomination for best paper award at ICDM13. I am also actively serving in the program committees of various conferences, including NIPS, ICML, ICLR, KDD, and AISTATS.
Deep learning, machine learning, artificial intelligence, and data mining
Wenlin Chen, David Grangier, Michael Auli