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Chinese Chemical Named Entity Recognition Based on Morpheme
2020 International Conference on Asian Language Processing (IALP), 2020Named Entity Recognition is one of the most important tasks of natural language processing. The Chinese chemical term has complex structure and flexible combination, which makes recognition more difficult. This paper presents a M-CRF method to improve the effect of NER (Named Entity Recognition) for complex (length>=10) chemical terms by jointly ...
Guirong Wang +4 more
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Exploiting rich features for Chinese named entity recognition
2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010In this paper we design a multiple features template includes basic features, prefixes and suffixed features, dictionary features and combined features for Chinese named entity recognizer CRF model-based. We do a pre-processing procedure such as pos tag, chunk dictionary-based first.
Jianping Shen +3 more
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Chinese Named Entity Recognition with a Hybrid-Statistical Model
2005With the rapid growth of the available information on the Internet, it is more difficult for us to find the relevant information quickly on the Web. Named Entity Recognition (NER), one of the key techniques in some web information processing tools such as information retrieval and information extraction, has been paid more and more attention.
Xiaoyan Zhang +4 more
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A Sequence Transformation Model for Chinese Named Entity Recognition
2018Chinese Named Entity Recognition (NER), as one of basic natural language processing tasks, is still a tough problem due to Chinese polysemy and complexity. In recent years, most of previous works regard NER as a sequence tagging task, including statistical models and deep learning methods.
Qingyue Wang +5 more
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Morpheme-based chinese nested named entity recognition
2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 2011Named entity recognition plays an important role in many natural language processing applications. While considerable attention has been pain in the past to research issues related to named entity recognition, few studies have been reported on the recognition of nested named entities.
Chunyuan Fu, Guohong Fu
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Chinese Name Entity Recognition with Label Semantics
2023 8th IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC), 2023Qi Shao +5 more
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Utilizing Chinese Dictionary Information in Named Entity Recognition
2019Supervised methods are widely used in Chinese named entity recognition (NER). To achieve state-of-the-art performance, NER systems often use additional resources like gazetteer which is a large dictionary containing well known named entities. However, previous works do not consider the situation that the corpus coverage rate of gazetteer is low and the
Yun Hu 0007 +3 more
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Chinese Named Entity Recognition with CRFs: Two Levels
2008 International Conference on Computational Intelligence and Security, 2008Named entity recognition (NER) is one of the key techniques in natural language processing tasks such as information extraction, text summarization and so on. Chinese NER is more complicated and difficult than other languages because of its characteristics.
Hongping Hu, Hui Zhang 0028
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Named Entity Recognition for Chinese Healthcare Applications
2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), 2023Cheng-Yen Lee +4 more
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Chinese Named Entity Recognition with new contextual features
2008 International Conference on Natural Language Processing and Knowledge Engineering, 2008Chinese named entity recognition (NER) is studied in two directions: inner structure and outer surroundings. Inner structural analyses induce constitutions of person, location and organization name from the point of linguistics. However inner structural rules for named entities only provide necessary conditions for a sequence of Chinese characters ...
Ying Qin +2 more
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