Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering

3 code implementations • 21 Jul 2016 • Peng Li, Wei Li, Zhengyan He, Xuguang Wang, Ying Cao, Jie zhou, Wei Xu

While question answering (QA) with neural network, i. e. neural QA, has achieved promising results in recent years, lacking of large scale real-word QA dataset is still a challenge for developing and evaluating neural QA system.

Answer Generation Question Answering

Efficient Collective Entity Linking with Stacking

no code implementations • EMNLP 2013 • Zhengyan He, Shujie Liu, Yang song, Mu Li, Ming Zhou, Houfeng Wang

Entity Linking Learning-To-Rank +1

Improving Chinese Word Segmentation on Micro-blog Using Rich Punctuations

no code implementations • ACL 2013 • Longkai Zhang, Li Li, Zhengyan He, Houfeng Wang, Ni Sun

Chinese Word Segmentation

Learning Entity Representation for Entity Disambiguation

no code implementations • ACL 2013 • Zhengyan He, Shujie Liu, Mu Li, Ming Zhou, Longkai Zhang, Houfeng Wang

Denoising Entity Disambiguation +1

The Task 2 of CIPS-SIGHAN 2012 Named Entity Recognition and Disambiguation in Chinese Bakeoff

no code implementations • WS 2012 • Zhengyan He, Houfeng Wang, Sujian Li

Chinese Named Entity Recognition Knowledge Base Population +3

A Comparison and Improvement of Online Learning Algorithms for Sequence Labeling

no code implementations • COLING 2012 • Zhengyan He, Houfeng Wang

Named Entity Recognition (NER)