Chinese Word Segmentation and Named Entity Recognition Based on Conditional Random Fields Models

Keywords

Conditional random field, CRFS, Named-entity recognition, Computer science, Artificial intelligence

References

• Using Non-Local Features to Improve Named Entity Recognition RecallXinnian Mao, Wei Xu, Yuan Dong — 2007
• Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?Hwee Tou Ng, Jin Kiat Low — 2004
• Incorporating Non-local Information into Information Extraction Systems by Gibbs SamplingJenny Rose Finkel, Trond Grenager, Christopher D. Manning — 2005
• Minority Vote: At-Least-N Voting Improves Recall for Extracting RelationsNanda Kambhatla — 2006
• An Effective Two-Stage Model for Exploiting Non-Local Dependencies in Named Entity RecognitionVijay Krishnan, Christopher D. Manning — 2006
• Collective Information Extraction with Relational Markov NetworksRăzvan Bunescu, Raymond J. Mooney — 2004
• Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence DataJohn Lafferty, Andrew McCallum, Fernando C. N. Pereira — 2001
• The Third International Chinese Language Processing Bakeoff: Word Segmentation and Named Entity RecognitionGina‐Anne Levow — 2006
• Early results for Chinese named entity recognition using conditional random fields model, HMM and maximum entropyYuanyong Feng, Le Sun, Julin Zhang — 2005

Cited by

• Recognizing named entities in biomedical textsBaohua Gu — 2008
• Domain Adaptation for Conditional Random FieldsQi Zhang, Xipeng Qiu, Xuanjing Huang — 2008
• User recommendation implementation in the search engine based on AjaxHe Youquan, XU Xiao-le, Tang Huajiao — 2011
• User Recommendation Implementation in the Search Engine Based on AjaxA. Ajax Theory — 2011
• Comparison of the Impact of Word Segmentation on Name Tagging for Chinese and JapaneseHaibo Li, Masato Hagiwara, Qi Li — 2014
• The Effect of Answer Patterns for Supervised Named Entity Recognition in ThaiNutcha Tirasaroj, Wirote Aroonmanakun — 2011
• Deep Learning for Chinese Word Segmentation and POS TaggingXiaoqing Zheng, Hanyang Chen, Tianyu Xu — 2013
• Two Step Chinese Named Entity Recognition Based on Conditional Random Fields ModelsYuanyong Feng, Ruihong Huang, Le Sun — 2008
• An Encoding Strategy Based Word-Character LSTM for Chinese NERWei Liu, Xu Tongge, Qinghua Xu — 2019
• An Attention-Based BILSTM-CRF for Chinese Named Entity RecognitionQing Zhong, Yan Tang — 2020
• Dual Neural Network Fusion Model for Chinese Named Entity RecognitionDandan Zhao, Jingxiang Cao, Degen Huang — 2021
• A Novel Character-Word Fusion Chinese Named Entity Recognition Model Based on Attention MechanismJinshang Luo, Xinchun Zou, Mengshu Hou — 2022
• Exploiting Character-Word Fusion to Enhance Chinese Named Entity Recognition Combined with Multi-head Attention MechanismJinshang Luo, Mengshu Hou — 2022
• Boundary-Aware Abstractive Summarization with Entity-Augmented Attention for Enhancing FaithfulnessJiuyi Li, Junpeng Liu, Jianjun Ma — 2024
• What Happens When Small Is Made Smaller? Exploring the Impact of Compression on Small Data Pretrained Language ModelsBusayo Awobade, Mardiyyah Oduwole, Steven Kolawole — 2024
• MISS: Multiple information span scoring for Chinese named entity recognitionLiyi Yang, Shuli Xing, Guojun Mao — 2025
• Recognizing Biomedical Named Entities in Chinese Research AbstractsBaohua Gu, F. Popowich, V. Dahl — 2008
• ii PrefaceGuang-yi Jin — 2007

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