Ranking and Selection as Stochastic Control

no code implementations • 7 Oct 2017 • Yijie Peng, Edwin K. P. Chong, Chun-Hung Chen, Michael C. Fu

Under a Bayesian framework, we formulate the fully sequential sampling and selection decision in statistical ranking and selection as a stochastic control problem, and derive the associated Bellman equation.

MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network

no code implementations • IJCNLP 2017 • Yu-Lun Hsieh, Yung-Chun Chang, Yi-Jie Huang, Shu-Hao Yeh, Chun-Hung Chen, Wen-Lian Hsu

Part-of-speech (POS) tagging and named entity recognition (NER) are crucial steps in natural language processing.

named-entity-recognition Named Entity Recognition +6