no code implementations • 27 Sep 2019 • Zachary Kaden, Teven Le Scao, Raphael Olivier
In this paper, we propose the use of in-training matrix factorization to reduce the model size for neural machine translation.
no code implementations • 4 Dec 2018 • George Larionov, Zachary Kaden, Hima Varsha Dureddy, Gabriel Bayomi T. Kalejaiye, Mihir Kale, Srividya Pranavi Potharaju, Ankit Parag Shah, Alexander I. Rudnicky
Tartan is a non-goal-oriented socialbot focused around providing users with an engaging and fluent casual conversation.
2 code implementations • 1 Nov 2018 • Jason Gauci, Edoardo Conti, Yitao Liang, Kittipat Virochsiri, Yuchen He, Zachary Kaden, Vivek Narayanan, Xiaohui Ye, Zhengxing Chen, Scott Fujimoto
In this paper we present Horizon, Facebook's open source applied reinforcement learning (RL) platform.
no code implementations • 16 Jun 2018 • Hima Varsha Dureddy, Zachary Kaden
A major challenge in recommender systems is handling new users, whom are also called $\textit{cold-start}$ users.