NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit

被引:0
|
作者
Zhu, Jingbo [1 ]
Zhu, Muhua [1 ]
Wang, Qiang [1 ]
Xiao, Tong [1 ]
机构
[1] Northeastern Univ, Nat Language Proc Lab, Shenyang, Liaoning, Peoples R China
基金
美国国家科学基金会;
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a new toolkit - NiuParser for Chinese syntactic and semantic analysis. It can handle a wide range of Natural Language Processing (NLP) tasks in Chinese, including word segmentation, part-of-speech tagging, named entity recognition, chunking, constituent parsing, dependency parsing, and semantic role labeling. The NiuParser system runs fast and shows state-of-the-art performance on several benchmarks. Moreover, it is very easy to use for both research and industrial purposes. Advanced features include the Software Development Kit (SDK) interfaces and a multi-thread implementation for system speed-up.
引用
收藏
页码:145 / 150
页数:6
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