zh:courses:ml2025:ch06
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zh:courses:ml2025:ch06 [2025/12/25 08:48] pzczxs 创建 |
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| - | ====== 第四章：序列标注方法 ====== | + | ====== 第六章：序列标注方法 ====== |
| ==== 课件 ==== | ==== 课件 ==== | ||
| - | 下载：序列标注方法【PDF，PPT】 | + | 下载：序列标注方法【{{ :zh:courses:ml2025:ch06.pdf |PDF}}，{{ :intranet:courses:ml2025:ch06.pptx |PPT}}】 |
| ==== 标注平台 ==== | ==== 标注平台 ==== | ||
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| -Sharon Goldwater and Thomas L. Griffiths, 2007. [[http://homepages.inf.ed.ac.uk/sgwater/papers/acl07-bhmm.pdf|A Fully Bayesian Approach to Unsupervised Part-of-Speech Tagging]]. //Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics//. | -Sharon Goldwater and Thomas L. Griffiths, 2007. [[http://homepages.inf.ed.ac.uk/sgwater/papers/acl07-bhmm.pdf|A Fully Bayesian Approach to Unsupervised Part-of-Speech Tagging]]. //Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics//. | ||
| -John D. Lafferty, Andrew McCallum, and Fernando C. N. Pereira, 2001. [[http://repository.upenn.edu/cgi/viewcontent.cgi?article=1162&context=cis_papers|Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data]]. //Proceedings of the 18th International Conference on Machine Learning//, pp. 282-289. | -John D. Lafferty, Andrew McCallum, and Fernando C. N. Pereira, 2001. [[http://repository.upenn.edu/cgi/viewcontent.cgi?article=1162&context=cis_papers|Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data]]. //Proceedings of the 18th International Conference on Machine Learning//, pp. 282-289. | ||
| + | -Charles Sutton and Andrew McCallum, 2010. [[https://doi.org/10.48550/arXiv.1011.4088|An Introduciton to Conditional Random Fields]]. eprint arXiv:1011.4088. | ||
| -Shuo Xu, Xin An, Lijun Zhu, Yunliang Zhang, and Haodong Zhang, 2015. [[http://www.jcheminf.com/content/pdf/1758-2946-7-S1-S11.pdf|A CRF-based System for Recognizing Chemical Entity Mentions (CEMs) in Biomedical Literature]]. //Journal of Cheminformatics//, Vol. 7, No. Suppl 1, pp. S11. | -Shuo Xu, Xin An, Lijun Zhu, Yunliang Zhang, and Haodong Zhang, 2015. [[http://www.jcheminf.com/content/pdf/1758-2946-7-S1-S11.pdf|A CRF-based System for Recognizing Chemical Entity Mentions (CEMs) in Biomedical Literature]]. //Journal of Cheminformatics//, Vol. 7, No. Suppl 1, pp. S11. | ||
| -Martin Krallinger, Obdulia Rabal, Florian Leitner, Miguel Vazquez, David Salgado, Zhiyong Lu, Robert Leaman, Yanan Lu, Donghong Ji, Daniel M Lowe, Roger A Sayle, Riza Theresa Batista-Navarro, Rafal Rak, Torsten Huber, Tim Rocktäschel, Sergio Matos, David Campos, Buzhou Tang, Hua Xu, Tsendsuren Munkhdalai, Keun Ho Ryu, S. V Ramanan, Senthil Nathan, Slavko Zitnik, Marko Bajec, Lutz Weber, Matthias Irmer, Saber A Akhondi, Jan A Kors, Shuo Xu, Xin An, Utpal Kumar Sikdar, Asif Ekbal, Masaharu Yoshioka, Thaer M Dieb, Miji Choi, Karin Verspoor, Madian Khabsa, C. Lee Giles, Hongfang Liu, Komandur Elayavilli Ravikumar, Andre Lamurias, Francisco M Couto, Hong-Jie Dai, Richard Tzong-Han Tsai, Caglar Ata, Tolga Can, Anabel Usie, Joaquim Cruz, Isabel Segura-Bedmar, Paloma Martinez, Julen Oyarzabal, and Alfonso Valencia, 2015. [[http://www.jcheminf.com/content/7/S1/S2/abstract|The CHEMDNER Corpus of Chemicals and Drugs and its Annotation Principles]]. //Journal of Cheminformatics//, Vol. 7, No. Suppl 1, pp. S2. | -Martin Krallinger, Obdulia Rabal, Florian Leitner, Miguel Vazquez, David Salgado, Zhiyong Lu, Robert Leaman, Yanan Lu, Donghong Ji, Daniel M Lowe, Roger A Sayle, Riza Theresa Batista-Navarro, Rafal Rak, Torsten Huber, Tim Rocktäschel, Sergio Matos, David Campos, Buzhou Tang, Hua Xu, Tsendsuren Munkhdalai, Keun Ho Ryu, S. V Ramanan, Senthil Nathan, Slavko Zitnik, Marko Bajec, Lutz Weber, Matthias Irmer, Saber A Akhondi, Jan A Kors, Shuo Xu, Xin An, Utpal Kumar Sikdar, Asif Ekbal, Masaharu Yoshioka, Thaer M Dieb, Miji Choi, Karin Verspoor, Madian Khabsa, C. Lee Giles, Hongfang Liu, Komandur Elayavilli Ravikumar, Andre Lamurias, Francisco M Couto, Hong-Jie Dai, Richard Tzong-Han Tsai, Caglar Ata, Tolga Can, Anabel Usie, Joaquim Cruz, Isabel Segura-Bedmar, Paloma Martinez, Julen Oyarzabal, and Alfonso Valencia, 2015. [[http://www.jcheminf.com/content/7/S1/S2/abstract|The CHEMDNER Corpus of Chemicals and Drugs and its Annotation Principles]]. //Journal of Cheminformatics//, Vol. 7, No. Suppl 1, pp. S2. | ||
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| -安欣，徐硕，叶书路，柳力元，2021. [[https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CJFD&filename=TSGL202103006&dbname=CJFDAUTO|面向全文本的微观实体抽取及扩散研究]]. //图书馆论坛//, Vol. 41, No. 3, pp. 42-49. | -安欣，徐硕，叶书路，柳力元，2021. [[https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CJFD&filename=TSGL202103006&dbname=CJFDAUTO|面向全文本的微观实体抽取及扩散研究]]. //图书馆论坛//, Vol. 41, No. 3, pp. 42-49. | ||
| -Zheng Wang, Shuo Xu, Yibo Wang, Xiaojiao Chai, and Liang Chen, 2023. [[https://doi.org/10.1108/AJIM-01-2022-0046|Bureau for Rapid Annotation Tool: Collaboration can do More among Variance Annotations]]. //Aslib Journal of Information Management//, Vol. 75, No. 3, pp. 523-534. | -Zheng Wang, Shuo Xu, Yibo Wang, Xiaojiao Chai, and Liang Chen, 2023. [[https://doi.org/10.1108/AJIM-01-2022-0046|Bureau for Rapid Annotation Tool: Collaboration can do More among Variance Annotations]]. //Aslib Journal of Information Management//, Vol. 75, No. 3, pp. 523-534. | ||
| + | -Shuo Xu, Jiahao Li, Xin An, Shengnan Wang, Jianhua Liu, and Yuefu Zhang, 2025. [[https://doi.org/10.51408/issi2025_083|Annotation and Identification of Scientific Data Sharing Information from Data Availability Section]]. //Proceedings of the 20th International Conference on Scientometrics & Informetrics//, pp. 119-127. | ||
| ~~DISCUSSION~~ | ~~DISCUSSION~~ | ||
zh/courses/ml2025/ch06.1766623725.txt.gz · 最后更改: 2025/12/25 08:48 由 pzczxs