Neural Arithmetic Expression Calculator

no code implementations • 23 Sep 2018 • Kaiyu Chen, Yihan Dong, Xipeng Qiu, Zitian Chen

With curriculum learning, our model can deal with a complex arithmetic expression calculation with the deep hierarchical structure of skill models.

Hierarchical Reinforcement Learning

Exploring Shared Structures and Hierarchies for Multiple NLP Tasks

no code implementations • 23 Aug 2018 • Junkun Chen, Kaiyu Chen, Xinchi Chen, Xipeng Qiu, Xuanjing Huang

Designing shared neural architecture plays an important role in multi-task learning.

General Classification Multi-Task Learning +5