7 citations · 13 across the 7 of their papers we have counts for
7 papers
Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text
Shengbin Jia, Ling Ding, Xiaojun Chen +2
Chinese word segmentation is necessary to provide word-level information for Chinese named entity recognition (NER) systems. However, segmentation error propagation is a challenge…
Hybrid Neural Tagging Model for Open Relation Extraction
Shengbin Jia, Yang Xiang
Open relation extraction (ORE) remains a challenge to obtain a semantic representation by discovering arbitrary relation tuples from the unstructured text. Conventional methods hea…
Chinese User Service Intention Classification Based on Hybrid Neural Network
Shengbin Jia, Yang Xiang
In order to satisfy the consumers' increasing personalized service demand, the Intelligent service has arisen. User service intention recognition is an important challenge for inte…
Wikipedia Vandal Early Detection: from User Behavior to User Embedding
Shuhan Yuan, Panpan Zheng, Xintao Wu +1
Wikipedia is the largest online encyclopedia that allows anyone to edit articles. In this paper, we propose the use of deep learning to detect vandals based on their edit history.…
Task-specific Word Identification from Short Texts Using a Convolutional Neural Network
Shuhan Yuan, Xintao Wu, Yang Xiang
Task-specific word identification aims to choose the task-related words that best describe a short text. Existing approaches require well-defined seed words or lexical dictionaries…
SNE: Signed Network Embedding
Shuhan Yuan, Xintao Wu, Yang Xiang
Several network embedding models have been developed for unsigned networks. However, these models based on skip-gram cannot be applied to signed networks because they can only deal…