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題名:基於Word2Vec演算法加速中文自然語言語意分析系統
書刊名:臺北城市大學學報
作者:劉國芬林君翰
作者(外文):Liu, Kuo-fenLin, Jun-han
出版日期:2022
卷期:45
頁次:頁114-141
主題關鍵詞:Word2vec演算法人工智慧大數據分析中文自然語言語意分析Word2vec algorithmArtificial IntelligenceBig data analysisChinese NLP semantic analysis system
原始連結:連回原系統網址new window
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  • 共同引用共同引用:2
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期刊論文
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4.Huffaker, D. A.、Calvert, S. L.(2003)。The new science of learning: active learning, metacognition, and transfer of knowledge in E-Learning applications。Journal of Educational Computing Research,29(3),325-335。  new window
5.Pintrich, Paul R.、Smith, David A. F.、Garcia, Teresa、McKeachie, Wilbert J.(1993)。Reliability and predictive validity of the Motivated Strategies for Learning Questionnaire (MSLQ)。Educational and Psychological Measurement,53(3),801-813。  new window
6.Pintrich, P. R.(2000)。Multiple golas, multiple pathways: The role of goal orientation in learning and achievement。Journal of Educational Psychology,92(3),544-555。  new window
7.Hwang, Gwo-Jen、Wu, Po-Han(2012)。Advancements and trends in digital game-based learning research: a review of publications in selected journals from 2001 to 2010。British Journal of Educational Technology,43(1),E6-E10。  new window
8.Eddy, S. R.(1996)。Hidden Markov models。Current Opinion in Structural Biology,6(3),361-365。  new window
9.Liu, Ming、Rus, Vasile、Liu, Li(2017)。Automatic Chinese Factual Question Generation。IEEE Transactions on Learning Technologies,10(2),194-204。  new window
會議論文
1.Lafferty, John D.、McCallum, Andrew、Pereira, Fernando C. N.(2001)。Conditional random fields: Probabilistic models for segmenting and labeling sequence data。The 18th International Conference on Machine Learning,282-289。  new window
2.Hsieh, Yu-Ming、Bai, Ming-Hong、Chang, Jason S.、Chen, Keh-Jiann(2012)。Improving PCFG Chinese Parsing with Context-Dependent Probability Re-estimation。The Second CIPS SIGHAN Joint Conference on Chinese Language Processing。Tianjin:Association for Computational Linguistics。216-221。  new window
3.Hennig, Leonhard、Labor, D. A. I.、Berlin, T. U.(2009)。Topic-based multi-document summarization with probabilistic latent semantic analysis。The Seventh International Conference on Recent Advances in Natural Language Processing,(會議日期: September 14-16, 2009)。Borovets, Bulgaria。144-149。  new window
4.Hofmann, T.(1999)。Probabilistic latent semantic indexing。The 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,50-57。  new window
5.Zheng, X.、Chen, H.、Xu, T.(2013)。Deep Learning for Chinese Word Segmentation and POS Tagging647-657。  new window
6.Boser, Bernhard E.、Guyon, Isabelle M.、Vapnik, Vladimir N.(1992)。A Training Algorithm for Optimal Margin Classifiers。The Fifth Annual Workshop on Computational Learning Theory。Pittsburgh, Pennsylvania:ACM。144-152。  new window
7.Zhang, H. P.、Yu, H. K.、Xiong, D. Y.、Liu, Q.(2003)。HHMM-based Chinese Lexical Analyzer ICTCLAS。The 2nd SIGHAN Workshop on Chinese Language Processing。Association for Computational Linguistics。184-187。  new window
8.Yang, J.、Zhang, Y.、Dong, F.(2017)。Neural word segmentation with rich pretraining。The 55th Annual Meeting of the Association for Computational Linguistics。Association for Computational Linguistics。839-849。  new window
9.Pennington, Jeffrey、Socher, Richard、Manning, Christopher D.(2014)。GloVe: Global Vectors for Word Representation。The 2014 Conference on Empirical Methods in Natural Language Processing,(會議日期: 2014/10/25-10/29),1532-1543。  new window
10.Yang, Duen-Chi、Hsieh, Yu-Ming、Chen, Keh-Jiann(2008)。Resolving Ambiguities of Chinese Conjunctive Structures by Divide-and-conquer Approaches。IJCNLP2008。  new window
11.Brants, T.、Chen, F.、Tsochantaridis, I.(2002)。Topic-based document segmentation with probabilistic latent semantic analysis。CIKM '02,211-218。  new window
12.Chen, X.、Qiu, X.、Zhu, C.、Huang, X.(2015)。Gated recursive neural network for Chinese word segmentation。The 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing。ACL。1744-1753。  new window
13.Zhang, M.、Zhang, Y.、Fu, G.(2016)。Transition-based neural word segmentation。The 54th Annual Meeting of the Association for Computational Linguistics。ACL。  new window
14.Socher, Richard、Huang, Eric H.、Manning, Christopher D.、Ng, Andrew Y.(2012)。Improving Word Representations via Global Context and Multiple Word Prototypes。The 50th Annual Meeting of the Association for Computational Linguistic。  new window
15.Li, Yitan、Xu, Linli(2015)。Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective。The 24th International Conference on Artificial Intelligence。  new window
16.Li, Shudong、Yan, Zhou、Wu, Xiaobo、Li, Aiping、Zhou, Bin(2017)。A Method Of Emotional Analysis Of Movie Based On Convolution Neural Network And Bidirectional LSTM RNN。2017 IEEE Second International Conference on Data Science in Cyberspace,(會議日期: 26-29 June 2017)。  new window
17.謝佑明、楊敦淇、Chen, K. J.(2005)。Linguistically-motivated grammar extraction, generalization and adaptation。The Second International Join Conference on Natural Language Processing。Jeju Island。177-187。  new window
圖書
1.Clark, Ruth Colvin、Mayer, Richard E.(2007)。E-learning and the science of instruction: Proven guidelines for consumers and designers of multimedia learning。John Wiley & Sons, Inc.。  new window
單篇論文
1.Ma, Shuming,Sun, Xu,Xu, Jingjing,Wang, Houfeng,Li, Wenjie,Su, Qi(2017)。Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization。  new window
 
 
 
 
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