最终学历：
研究方向：自然语言处理、文本语义计算、数据智能预测等
电子邮箱：liru@sxu.edu.cn
最终学位：博士
研究生导师：博士生导师
联系电话：0351-7017566
李茹，博士，二级教授，博士生导师，享受国务院政府特殊津贴专家，山西大学学术委员会委员，山西省高等学校教学名师，山西省委直接联系高级专家，全国万名优秀创新创业导师，曾任计算机与信息技术学院/大数据学院副院长。主要研究方向为自然语言处理、文本语义计算及数据智能预测。中国中文信息学会（CIPS）常务理事，CIPS信息检索常务委员会委员及专业委员会委员，CIPS计算语言学、语言与知识计算专业委员会委员，山西省物联网和人工智能标准化技术委员会副主任委员，山西省计算机类专业教学指导委员会秘书长，山西省高等学校拔尖创新人才、山西省学术技术带头人，中国宝钢教育奖优秀教师奖获得者。长期与美国加州大学伯克利分校（UC Berkely）、英国爱丁堡大学（The University of Edinburgh）、新加坡科技局资讯通信研究院（A*STAR-I2R）进行合作研究。
李茹教授先后主持国家863计划项目1项、国家自然科学基金重点项目1项、国家重点研发计划项目子课题2项、国家自然科学基金项目3项；先后在IEEE TKDE、ACL、IJCAI、EMNLP、COLING、《计算机学报》《中国科学》等国际国内重要学术期刊和会议发表论文100余篇，获发明专利10余项；主持完成山西省科技进步二等奖2项、山西省高等学校科技进步一等奖1项，山西省教学成果特等奖1项、二等奖1项。
1. 基于语言认知机理的汉语框架语义计算研究(No.61936012)，国家自然科学基金重点项目，2020.1-2024.12，主持人
2. 文本生成及复杂语言问题求解关键技术与系统(No.2018YFB1005103)，国家重点研发计划项目子课题，2019.5-2022.4，主持人
3. 面向汉语篇章语义分析的框架推理技术研究(No.61772324)，国家自然科学基金项目，2018.1-2021.12，主持人
4. 语言问题求解和答案生成关键技术及系统(No.2015AA015407)，国家高技术研究发展计划项目(863计划)子课题，2015.07-2018.12，主持人
5. 汉语篇章框架语义关系网自动抽取及其语义推理(No .61373082)，国家自然科学基金项目，2014.01-2017.1，主持人
6. 面向信息处理的汉语篇章框架语义结构分析研究，国家语委专项科研项目，2011.03-2013.12，主持人
7. 汉语框架语义依存图自动抽取关键技术研究(No.60970053)，国家自然科学基金项目，2010.01-2012.12，主持人
8. 基于汉语框架语义知识库的搜索技术研究(No.2006AA01Z142)，国家高技术研究发展计划(863计划)项目，2006.12-2008.12，主持人
9. 面向战略性新兴产业的企业创新能力画像自动生成关键技术研究及应用(No.202102020101008)，山西省重点研发计划项目课题，2022.01-2024.12，主持人
[1] Zhiwei Hu., Gutiérrez-Basulto V, Xiang Z., Li X., Li R.*, Jeff.Z. Pan.Type-aware embeddings for multi-hop reasoning over knowledge graphs[C]. Proceedings of the International Joint Conferences on Artificial Intelligence (IJCAI), 2022, pp. 3078-3084.
[2] Su X., Li R.*, Li X., et al. A knowledge-guided framework for frame identification[C]. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistic (ACL), 2021, pp.5230–5240.
[3] Hongye Tan, Xiaoyue Wang, Yu Ji and Ru Li* et al. GCRC: A new challenging MRC dataset from Gaokao Chinese for explainable evaluation[C]. In Findings of the Association for Computational Linguistics (ACL), 2021, pp. 1319-1330.
[4] Yong Guan, Shaoru Guo, Ru Li*, Xiaoli Li, and Hu Zhang. Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization[C]. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2021: 2522-2529.
[5] Yong Guan, Shaoru Guo, Ru Li*, Xiaoli Li, and Hongye Tan, 2021. Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization[C]. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2021: 404-4052.
[6] Shaoru Guo, Ru Li*, Hongye Tan, Xiaoli Li, Yong Guan. A Frame-based Sentence Representation for Machine Reading Comprehension[C]. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistic (ACL), 2020: 891-896.
[7] Shaoru Guo, Yong Guan, Ru Li*, Xiaoli Li, Hongye Tan. Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension[C]. Proceedings of the 28th International Conference on Computational Linguistics (COLING), 2020: 2635-2641.
[8] Hongyan Zhao, Ru Li*, Xiaoli Li, Hongye Tan. CFSRE: Context-aware based on frame-semantics for distantly supervised relation extraction[J]. Knowledge-Based Systems, 2020, 210: 106480.
[9] Xiaoyue Wang, Yu Ji, Ru Li*. Key-elements graph constructed with evidence sentence extraction for Gaokao Chinese[C]. Proceedings of the 9th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC), 2020: 403-414.
[10] Xuefeng Su, Ru Li*, Xiaoli Li, Multi-domain Transfer Learning for Text Classification[C]. Proceedings of the 9th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC). 2020: 457-469.
[11] Hongye Tan, Pengpeng Qiang, Ru Li. Learning to Answer Word-meaning-explanation Questions for Chinese Gaokao Reading Comprehension[C]. Proceedings of the 9th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC), 2020: 53-64.
[12] Hu Zhang, Haihui Gao, Jingjing Zhou, Ru Li. Applying Model Fusion to Augment Data for Entity Recognition in Legal Documents[C]. Proceedings of the 9th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC), 2020: 244-255.
[13] Zhiqiang Wang, Jiye Liang, Ru Li. Exploiting user-to-user topic inclusion degree for link prediction in social-information networks[J]. Expert Systems with Applications, 2018, 108: 143-158.
[14] Zhiqiang Wang, Jiye Liang, Ru Li. A fusion probability matrix factorization framework for link prediction[J]. Knowledge-Based Systems, 2018, 10, 1016/j, Knowledge-Based Systems, 2018, 06, 005.
[15] 谭红叶, 闫真, 李茹, 敬毅民. 迈向创造性语言生成: 汉语幽默自动生成的探索[J]. 中国科学: 信息科学, 2018, 48(11): 1497-1509.
[16] 王智强, 李茹*, 梁吉业, 张旭华, 武娟, 基于汉语篇章框架语义分析的阅读理解问答研究[J]. 苏娜. 计算机学报, 2016, 39(4): 795-807.
[17] Zhiqiang Wang, Jiye Liang, Ru Li, Yuhua Qian. An approach to cold-start link prediction: establishing connections between non-topological and topological information[J]. IEEE Transactions on Knowledge and Data Engineering, 2016, 28(11): 2857-2870.
[18] Ru Li*, Juan Wu, Zhiqiang Wang, Qinghua Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations[C]. ACL, 2015, 2015: 1263-1271.
[19] 李茹, 王智强, 李双红, 梁吉业. Collin Baker. 基于框架语义分析的汉语句子相似度计算[J], 计算机研究与发展, 2013, 50(8): 1728-1736.
[20] Jiye Liang, Ru Li, Yuhua Qian. Distance: a more comprehensible perspective for measures in rough set theory[J]. Knowledge-Based Systems, 2012, 27: 126-136.
[21] Ru Li, Haijing liu, Shuanghong Li. Chinese Frame Identification using T-CRF Model[C]. 23rd International Conference on Computational Linguistics, 2010, 2010: 674-682.
[22] Ru Li, Lijun Zhong, Shuanghong Li, Zezheng Zhang. Automatic identification of Chinese multiword chunk based on CRF[C]. 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2010, 2010: 174-177.
[23] Ru Li, Shuanghong Li, Zezheng zhang. The Semantic Computing Model of Sentence Similarity Based on Chinese FrameNet[C]. 2009 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2009, 2009: 255-258.
[24] Ru Li, Lijun Zhong, Jianyong Duan. Multiword Expression Recognition Using Multiple Sequence Alignment[C]. Proceedings of The 7th International Conference on Advanced Language Processing and Web Information, 2008, 2008: 133-138.