Zhan Shi

Monge blunts Bayes: Hardness Results for Adversarial Training

2018 · arXiv (Cornell University)

The last few years have seen a staggering number of empirical studies of the robustness of neural networks in a model of adversarial perturbations of their inputs. Most rely on an adversary which carries out …

Adversarial Multi-Criteria Learning for Chinese Word Segmentation

2017

Different linguistic perspectives causes many diverse segmentation criteria for Chinese word segmentation (CWS). Most existing methods focus on improve the performance for each single criterion. However, it is interesting to exploit these different criteria and …