Zhi-Xiu Ye

Hybrid semi-Markov CRF for Neural Sequence Labeling

2018

This paper proposes hybrid semi-Markov conditional random fields (SCRFs) for neural sequence labeling in natural language processing. Based on conventional conditional random fields (CRFs), SCRFs have been designed for the tasks of assigning labels to …

Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

2019

Zhi-Xiu Ye, Zhen-Hua Ling. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 2019.