Journal of Guangxi Normal University(Natural Science Edition) ›› 2020, Vol. 38 ›› Issue (2): 51-63.doi: 10.16088/j.issn.1001-6600.2020.02.006
Previous Articles Next Articles
LI Weiyong1, LIU Bin2, ZHANG Wei2, CHEN Yunfang2*
CLC Number:
| [1] LUHN H P.The automatic creation of literature abstracts[J].IBM Journal of Research and Development,1958, 2(2):159-165.DOI: 10.1147/rd.22.0159. [2] 张随远,薛源海,俞晓明,等.多文档短摘要生成技术研究[J].广西师范大学学报(自然科学版),2019,37(2):60-74.DOI: 10.16088/j.issn.1001-6600.2019.02.008. [3] LOPYREVK. Generating news headlines with recurrent neural networks[EB/OL].(2015-12-05)[2019-10-08]. https://arxiv.org/abs/1512.01712. [4] 宋俊,韩啸宇,黄宇,等.一种面向实体的演化式多文档摘要生成方法[J].广西师范大学学报(自然科学版),2015,33(2):36-41.DOI: 10.16088/j.issn.1001-6600.2015.02.006. [5] CHO K, van MERRIËNBOER B,GULCEHRE C,et al.Learning phrase representations using RNN encoder-decoder for statistical machine translation[C]//Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing.Stroudsburg,PA:Association for Computational Linguistics,2014:1724-1734.DOI:10.3115/v1/D14-1179. [6] BAHDANAU D,CHO K,BENGIO Y.Neural machine translation by jointly learning to align and translate[EB/OL]. (2016-05-19)[2019-10-08].https://arxiv.org/abs/1409.0473v7. [7] 张仰森,曹元大,俞士汶.基于规则与统计相结合的中文文本自动查错模型与算法[J].中文信息学报,2006, 20(4):1-7,55.DOI: 10.3969/j.issn.1003-0077.2006.04.001. [8] HU Baotian,CHEN Qingcai,ZHU Fangze.LCSTS:a large scale chinese short text summarization dataset[EB/OL]. (2015-06-19)[2019-10-08].https://arxiv.org/abs/1506.05865. [9] RUSHA M,CHOPRA S,WESTON J.A neural attention model for abstractive sentence summarization[C]// Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. Stroudsburg,PA: Association for Computational Linguistics,2015:379-389.DOI: 10.18653/v1/D15-1044. [10]BENGIO Y,DUCHARME R,VINCENT P, et al.A neural probabilistic language model[J].Journal of Machine Learning Research,2003,3: 1137-1155. [11]GOODFELLOWI J,POUGET-ABADIE J,MIRZA M,et al.Generative adversarial nets[C]//Proceedings of the 27th International Conference on Neural Information Processing Systems:Volume 2.Cambridge,MA:MIT Press,2014: 2672-2680. [12]BOJANOWSKI P,GRAVE E,JOULIN A,et al.Enriching word vectors with subword information[J].Transactions of the Association for Computational Linguistics,2017,5:135-146.DOI 10.1162/tacl_a_00051. [13]SUTSKEVER I,VINYALS O,LE Q V.Sequence to sequence learning with neural networks[C]//Proceedings of the 27th International Conference on Neural Information Processing Systems:Volume 2.Cambridge,MA:MIT Press,2014: 3104-3112. [14]BAHDANAU D,CHO K,BENGIO Y.Neural machine translation by jointly learning to align and translate[EB/OL]. (2014-09-01)[2019-10-08].https://arxiv.org/abs/1409.0473v7. [15]LIN C Y,HOVY E.Automatic evaluation of summaries using N-gram co-occurrence statistics[C]//Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology:Volume 1.Stroudsburg,PA:Association for Computational Linguistics,2003:71-78.DOI:10.3115/ 1073445.1073465. [16]YU Jinxing,JIAN Xun,XIN Hao,et al.Joint embeddings of Chinese words, characters, and fine-grained subcharacter components[C]//Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing Stroudsburg,PA:Association for Computational Linguistics,2017:286-291.DOI:10.18653/v1/D17-1027. [17]LUONG T,PHAM H,MANNING C D.Effective approaches to attention-based neural machine translation[C]// Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing.Stroudsburg,PA: Association for Computational Linguistics,2015:1412-1421.DOI:10.18653/v1/D15-1166. [18]Term Frequency by Inverse Document Frequency[M]//LIU Ling,ÖZSU M.Encyclopedia of Database Systems.Boston, MA:Springer,2009. DOI: 10.1007/978-0-387-39940-9_3784. |
| [1] | ZHANG Mingyu,ZHAO Meng,CAI Fuhong,LIANG Yu,WANG Xinhong. Wave Power Prediction Based on Deep Learning [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(3): 25-32. |
| [2] | LIU Yingxuan, WU Xiru, XUE Ganggang. Multi-target Real-time Detection for Road Traffic SignsBased on Deep Learning [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(2): 96-106. |
| [3] | WANG Jian, ZHENG Qifan, LI Chao, SHI Jing. Remote Supervision Relationship Extraction Based on Encoder and Attention Mechanism [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(4): 53-60. |
| [4] | ZHANG Suiyuan, XUE Yuanhai, YU Xiaoming, LIU Yue, CHENG Xueqi. Research on Short Summary Generation of Multi-Document [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(2): 60-74. |
| [5] | ZHANG Jinlei, LUO Yuling, FU Qiang. Predicting Financial Time Series Based on Gated Recurrent Unit Neural Network [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(2): 82-89. |
| [6] | HUANG Liming,CHEN Weizheng,YAN Hongfei,CHEN Chong. A Stock Prediction Method Based on Recurrent Neural Network and Deep Learning [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(1): 13-22. |
| [7] | WU Wenya,CHEN Yufeng,XU Jin’an,ZHANG Yujie. High-level Semantic Attention-based Convolutional Neural Networks for Chinese Relation Extraction [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(1): 32-41. |
| [8] | YUE Tianchi, ZHANG Shaowu, YANG Liang, LIN Hongfei, YU Kai. Stance Detection Method Based on Two-Stage Attention Mechanism [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(1): 42-49. |
| [9] | YU Chuanming,LI Haonan,AN Lu. Analysis of Text Emotion Cause Based on Multi-task Deep Learning [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(1): 50-61. |
| [10] | WANG Qi,QIU Jiahui,RUAN Tong,GAO Daqi,GAO Ju. Recurrent Capsule Network for Clinical Relation Extraction [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(1): 80-88. |
|