田原，吉林大學人工智慧學院副教授，研究員（正高級），博士生導師。
基本介紹
人物經歷,主要成就,
人物經歷
2004.09—2008.06，吉林大學計算機科學與技術學院，計算機科學與技術，學士。
2008.09—2012.06，吉林大學計算機科學與技術學院，計算機套用技術，碩士。
2012.09—2018.06，吉林大學計算機科學與技術學院，計算機科學與技術，博士。
2019—2021，吉林大學生物與農業工程學院博士後。
2021— ，吉林大學人工智慧學院副教授。
主要成就
研究方向
主要研究方向包括自然語言處理、大語言模型、大數據智慧型等。
發表論文
[1] B Wang, J Ma*, ZW Yang, RC Yang, Y Tian*, Y Chang*. Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom. WWW, 2024. (CCF A)
[2] Y Zhao, TY Xia, YQ Jiang, Yuan Tian*. Enhancing inter-sentence attention for Semantic Textual Similarity. IPM, 2024. (中科院1區)
[3] MT Wen, TY Xia, BW Liao, Y Tian*. Few-Shot Relation Classification Using Clustering-Based Prototype Modification. KBS, 2023. (中科院1區)
[4] TY Xia, Y Wang, Yuan Tian*, Y Chang*. FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification. EMNLP, 2022. (清華推薦A類)
[5] TY Xia, Y Wang, Y Tian*, Y Chang*. Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tasks. WWW,2021. (CCF A)
[6] ZP Wei, JL Su, Y Wang, Y Tian* and Y Chang. A Novel Hierarchical Binary Tagging Framework for Relational Triple Extraction. ACL, 2020. (CCF A)
[7] Y Li, Y Tian*, JW Zhang and Y Chang. Learning Signed Network Embedding via Graph Attention. AAAI, 2020. (CCF A)
[8] EX Yu, WJ Han, Y Tian*, Y Chang*. A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction. COLING, 2020. (CCF B)
[9] S Yang, Y Wang, SQ Zhang, XM Hu, Q Ma and Y Tian*`. NCResNet: Noncoding Ribonucleic Acid Prediction Based on a Deep Resident Network of Ribonucleic Acid Sequences. Computational and Structural Biotechnology Journal, 2020, Frontiers in Genetics. (SCI)
[10] Y Wang, SQ Zhang, S Yang, LL Yang, Y Tian* and Qin Ma. Measurement of Conditional Relatedness Between Genes Using Fully Convolutional Neural Network. Frontiers in Genetics, 2019. (SCI)
[11] Y Tian, W Du, S Cao, Y Wu, N Dong, Y Wang, Y Xu. Systematic Analysis of Glutamine and Glutamate Metabolisms across Different Cancer Types. Chinese journal of cancer. 2017, 36(1):88. (SCI)
[12] Y Wang, S Yang, J Zhao, W Du, YC Liang, Q Ma and Y Tian*. Using Machine Learning to Measure Relatedness between Genes: A Multi-Feature Mode. Scientific Reports. 2019, 9(1):4192. (SCI)
[13] Y Wang, KK Liu, Q Ma, YF Tan, W Du，YD Lv, Y Tian* and H Wang. Pancreatic Cancer Biomarker Detection by Two Support Vector Strategies for Recursive Feature Elimination. Biomarkers in Medicine. 2019, 13(2):105-121. (SCI)[14] Y Tian, GX Liu, C Wu, G Rong, A Sun. Spring: A Method for Identifying Differentially Expressed Genes in Microarray Data[J]. Biotechnology & Biotechnological Equipment, 2013, 27(5):4150-6. (SCI)
承擔項目
中科院先導項目橫向課題：條款電子化與加工(2019-2020);
中科院先導項目橫向課題：文本相似性檢測 (2020-2021).
吉林省青年科技成長項目：基於深層語義理解的知識圖譜構建及推理（2021-2022）
