2024年
沈思, 严大钰, 卞嘉欣, 何宏旭.基于学术知识图谱的增强语义表示与检索[J].湖南大学学报 (自然科学版) (录用).
沈思,朱雨菲.面向学术全文本多维知识元的学术图谱构建研究[J]. 情报学报(录用).
2023年
沈思, 陈猛, 冯暑阳, 许乾坤, 刘江峰, 王飞, 王东波. ChpoBERT:面向中文政策文本的预训练模型[J]. 情报学报, 2023, 42(12): 1487-1497.
Si Shen, Jiangfeng Liu, Litao Lin, Ying Huang, Lin Zhang, Chang Liu, Yutong Feng, Dongbo Wang.SsciBERT: a pre-trained language model for social science texts. Scientometrics 128(2): 1241-1263
Wang D, Liu C, Zhao Z, Shen S, Liu L, Li B, Hu H, Wu M, Lin L, Zhao X, Wang X. GujiBERT and GujiGPT: Construction of Intelligent Information Processing Foundation Language Models for Ancient Texts. arXiv preprint arXiv:2307.05354. 2023.
Si Shen , Dayu Yan, Dongbo Wang.Functional Structure Recognition of Scientific Documents in Information Science[C].Joint Workshop of the 4th Extraction and Evaluation of Knowledge Entities from Scientific Documents and the 3rd AI + Informetrics (EEKE-AII2023)
Hu, H., Yang, A. J., Deng, S., Wang, D., Song, M., Shen, S. (2023). A Generative Drug-Drug Interaction Triplets Extraction Framework Based on Large Language Models. Proceedings of the Association for Information Science and Technology.(Accepted)
2022年
Shen S, Jiang C, Hu H, Ji Y, Wang D. A model for the identification of the functional structures of unstructured abstracts in the social sciences. The Electronic Library. 2022 Nov 29;40(6):680-97.
Li Y, Mao J, Zhang L, Wang D, Shen S, Huang Y. How scientific research incorporates policy: an examination using the case of China’s science and technology evaluation system. Scientometrics. 2022 Sep;127(9):5283-306.
Wang C, Ding J, Yan H, Shen S. A Prototype-Oriented Contrastive Adaption Network for Cross-Domain Facial Expression Recognition. InProceedings of the Asian Conference on Computer Vision 2022 (pp. 4194-4210).
Ji B, Zhang T, Zou Y, Hu B, Shen S. Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective. InProceedings of the 2022 Conference on Empirical Methods in Natural Language Processing 2022 Dec (pp. 6755-6764).
2021年
Jiang C, Wang D, Shen S, Ye W, Liu J. Building the Extraction Model of the Software Entities from Full-Text of Research Articles Based on BERT. InAII@ iConference 2021 (pp. 71-90).
Lin L, Wang D, Shen S. Extraction of Thesis Research Conclusion Sentences in Academic Literature. InEEKE@ JCDL 2021 (pp. 74-76).
Wu P, Li X, Ling C, Ding S, Shen S. Sentiment classification using attention mechanism and bidirectional long short-term memory network. Applied Soft Computing. 2021 Nov 1;112:107792.
沈思, 李沁宇, 叶媛, 孙豪, 叶文豪. 基于 TWE 模型的医学科技报告主题挖掘及演化分析研究. 数据分析与知识发现. 2021,5(3):35-44.
2020年
沈思,左明聪,王东波,纪有书,刘浏,谢靖.基于课表知识抽取的情报学课程设置启示研究. 情报学报,2020(12),1253-1263.(国家自然科学基金委管理科学部A类重点期刊)
叶媛,孙涛,沈思.(2020).基于机器学习的儿童过敏性紫癜肾损害预测研究. 肾脏病与透析肾移植杂志,2020(06),526-530(通讯作者)(CSCD检索期刊)
Zhu Liang, Chuan Jiang, Dongbo Wang and Si Shen,Continuous click behavior in academic search environment,The SIGIR Workshop on Applied Interactive Information Systems,2020(Corresponding author)(中国计算机学会推荐国际学术会议和期刊目录会议)
Shen Si,Liu Xiao,Sun Hao,Wang Dongbo.Biomedical Knowledge Discovery Based on Sentence-BERT.ASIS&T2020. (Corresponding author)(南京理工大学国际会议资助目录会议)
沈思,翁小颖,孙豪,王东波.国家社科基金学科类别自动判定模型构建研究[J].湖南大学学报(自然科学版),2020,47(04):118-124.(EI期刊)
叶文豪,王东波,沈思,苏新宁.基于孪生网络的基金与受资助论文相关性判别模型构建研究[J].情报学报,2020,39(06):609-618.(国家自然科学基金委管理科学部A类重点期刊)
沈思,李沁宇,苏新宁.突发事件应急响应情报体系案例解析——以公共卫生事件为例[J].科技情报研究,2020,2(02):86-93.
沈思,孙豪,王东波.基于深度学习表示的医学主题语义相似度计算及知识发现研究[J].情报理论与实践,2020,43(05):183-190.(CSSCI核心期刊)
Peng Wu, Xiaotong Li, Si Shen, Daqing He,Social media opinion summarization using emotion cognition and convolutional neural networks[J]. International Journal of Information Management, 2020. 51: 101978(SSCI一区Top期刊,Information Science/Library Science 领域影响因子排名第一)
2019之前
Zhu Zihe, Shen Si, Wang Dongbo. Recognizing Sentences Concerning Future Research from the Full Text of JASIST. ASIS&T2019.(Corresponding author)(南京理工大学国际会议资助目录会议)
Jiang Chuan, Shen Si, Wang Dongbo.Retrieval system enhanced by fine‐grained knowledge entities; ASIS&T2019. 2019.(Corresponding author)(南京理工大学国际会议资助目录会议)
Si Shen, Hao Sun, Zihe Zhu, Dongbo Wang.Exploring the Lotka's Phenomenon in Sense Complexity of English Word. 17th International Conference of the International Society for Scientometrics and Informetrics, ISSI2019.(南京理工大学国际会议资助目录会议)
Shen S, Zhu D, Rousseau R, et al. A refined method for computing bibliographic coupling strengths[J].Journal of Informetrics, 2019, 13(2): 605-615.(JCR分区SSCI一区期刊)
沈思, 胡昊天, 叶文豪, 等. 基于全字语义的摘要结构功能自动识别研究[J]. 情报学报, 2019, 38(1): 79-88.(国家自然科学基金委管理科学部A类重点期刊)
Shen S, Rousseau R, Wang D. Do papers with an institutional email address receive more citations than those with a non-institutional one?[J]. Scientometrics, 2018, 115(2): 1039-1050.(JCR分区SSCI一区期刊)
沈思,李成名,吴鹏.基于时态语义的Web信息检索实践进展与研究综述[J],中国图书馆学报,2018,44(4):109~129.(CSSCI核心期刊)
吴鹏, 应杨, 沈思. 基于双向长短期记忆模型的网民负面情感分类研究[J].情报学报,2018,37(8):845-853.(国家自然科学基金委管理科学部A类重点期刊)
沈思, 吴玺煜. 基于多标签分类的学术文献潜在时间意图识别研究[J]. 湖南大学学报:自然科学版, 2017, 44(10):7.
沈思, 朱丹浩. 基于深度学习的中文地名识别研究[J]. 北京理工大学学报, 2017, 37(11):6.
沈思, 徐飞, 吴鹏. 面向科学研究主题的文献隐含时间信息分析与挖掘[J]. 情报学报, 2017, 36(4):12.