贺国秀 - 华东师范大学 - 经济与管理学部

个人简介

贺国秀，博士，华东师范大学经济与管理学部明园晨晖学者，讲师，硕士生导师，上海市晨光学者。研究兴趣包括信息检索、自然语言处理、智能审核、学术评价等。2021年毕业于武汉大学信息管理学院，获情报学博士学位。曾在阿里巴巴达摩院自然语言智能组实习，受国家留学基金资助赴新加坡南洋理工大学计算机与工程学院进行博士生联合培养。已有研究成果发表在国内外的重要期刊和会议，如IP&M、Scientometrics、SIGIR、ACL、AAAI、EMNLP等。目前主持国家自然科学基金青年项目、上海市哲学社会科学规划青年课题等课题。担任中国中文信息学会信息检索专委会通讯委员、中国中文信息学会青年工作委员会（青工委）委员、上海市图书馆学会科普教育委员会副主任、上海市图书馆学会青年委员会委员，也担任TKDE、TOIS、JASIST、IP&M、JIS、Scientometrics、TALLIP、SIGIR、KDD、ACL、AAAI、IJCAI、WSDM、EMNLP、RecSys、COLING、ASIS&T、NLPCC、CCL、CCIR等期刊和会议的同行评审。教育经历 2016.09-2021.06，武汉大学，信息管理学院，情报学，管理学博士 2019.09-2020.09，新加坡南洋理工大学，计算机科学与工程学院，计算机科学与技术，联合培养博士 2012.09-2016.06，东北林业大学，信息与计算机工程学院，信息管理与信息系统，管理学学士工作经历 2021.07-，华东师范大学经济与管理学部，明园晨晖学者（讲师） 2018.05-2021.04，阿里巴巴达摩院，研究型实习生荣誉及奖励 2023.12, 上海市信息资源管理青年成果优秀成果奖 2020.12，武汉大学研究生学术创新奖二等奖 2019.04，第九届全国情报学博士生学术论坛一等奖

研究领域

主要为基于深度学习的自然语言处理/信息检索和学术大数据，大致涉及以下方面：信息检索：文本匹配、问答系统、对话系统、用户行为分析等自然语言处理：文本表达、文本理解、隐藏语义分析、关键词抽取等深度学习：模型构建、损失函数设计、评价指标构建等学术大数据：信息计量、数据挖掘等

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Guoxiu He*, Chenxi Lin, Jiayu Ren, and Peichen Duan. Predicting the Emergence of Disruptive Technologies by Comparing with References Via Soft Prompt-Aware Shared Bert [J]. 2024. (Under Review) 贺国秀*, 任佳渝, 李宗耀, 林晨曦, 蔚海燕. 以可解释工具重探基于深度学习的谣言检测[J]. 数据分析与知识发现, 2024. (CSSCI索引期刊, Forthcoming) 段宇锋, 张美聪, 刘宴佐, 贺国秀. 字音和字形能有效增强汉字的表示吗？——基于命名实体识别任务的验证[J]. 数据分析与知识发现, 2024. (CSSCI索引期刊, Forthcoming) Guoxiu He*, Zhikai Xue, Zhuoren Jiang, Yangyang Kang, Star Zhao, and Wei Lu. H2CGL: Modeling Dynamics of Citation Network for Impact Prediction [J]. Information Processing & Management, 2023, 60(6): 103512. (IP&M, 中科院一区期刊, IF: 8.6) Zhikai Xue (学生), Guoxiu He*, Jiawei Liu, Zhuoren Jiang, Star Zhao and Wei Lu. Re-examining lexical and semantic attention: Dual-view graph convolutions enhanced BERT for academic paper rating [J]. Information Processing & Management, 2023, 60(2): 103216. (IP&M, 中科院一区期刊, IF: 8.6) Yujie Zhang (学生)?, Hongzhen Li?, Jingyi Mao?, Guoxiu He*, Yunhan Yang, Zhuoren Jiang, and Yufeng Duan. COVID-19: a disruptive impact on the knowledge support of references [J]. Scientometrics, 2023, 128, 4791–4823. (中科院二区期刊, IF: 4.1) 段宇锋*, 贺国秀. 面向中文医学文本命名实体识别的神经网络模块分解分析 [J]. 数据分析与知识发现, 2023, 7 (2): 26-37. (CSSCI索引期刊) Guoxiu He*, Aixin Sun*, and Wei Lu. Research Explosion: More Effort to Climb onto Shoulders of the Giant. arXiv preprint arXiv:2307.06506, 2023. Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu* and Xiaozhong Liu*. A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis[C]//Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 2021: 9731-9741. (EMNLP, CCF B类会议) Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu*, and Wei Lu*. Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2021, 35(7): 5841-5849. (AAAI, CCF A类会议) Fei Li, Zheng Wang*, Siu Cheung Hui, Lejian Liao, Dandan Song*, Jing Xu, Guoxiu He and Meihuizi Jia. Modularized Interaction Network for Named Entity Recognition[C]//Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics. 2021: 200-209. (ACL, CCF A类会议) Guoxiu He, Yangyang Kang, Zhuoren Jiang, Jiawei Liu, Changlong Sun, Xiaozhong Liu*, and Wei Lu*. Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention[C]//Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. 2020: 279–288. (SIGIR, CCF A类会议) Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu*, and Wei Lu*. Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise[C]//Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. 2020: 2297-2306. (SIGIR, CCF A类会议) Guoxiu He?, Yunhan Yang?, Zhuoren Jiang, Yangyang Kang, Xiaozhong Liu*, and Wei Lu*. Implicit Products in the Decentralized eCommerce Ecosystems [C]//Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020. 2020: 451-452. (JCDL, EI检索会议) Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiaozhong Liu*, Wei Lu*, Qiong Zhang, and Luo Si. Finding Camouflaged Needle in a Haystack? Pornographic Products Detection via Berrypicking Tree Model[C]// Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. 2019: 365-374. (SIGIR, CCF A类会议) Zhuoren Jiang?, Zhe Gao?, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, and Xiaozhong Liu*. Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation[C]//Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019: 6187-6196. (EMNLP, CCF B类会议) 曾金, 贺国秀*. 基于多模数据的微博用户好友推荐研究 [J]. 情报科学, 2019, 37(03): 136-140+176. (CSSCI索引期刊) Guoxiu He, Junwei Fang, Haoran Cui, Chuan Wu, and Wei Lu*. Keyphrase Extraction Based on Prior Knowledge[C]//Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries. 2018: 341-342. (JCDL, EI检索会议) Guoxiu He and Wei Lu*. Entire Information Attentive GRU for Text Representation[C]//Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval. 2018: 163-166. (ICTIR, EI检索会议) 贺国秀, 张晓娟*. 查询意图自动分类的方法改进探讨 [J]. 数字图书馆论坛, 2018(01): 53-60. (CSSCI(扩)索引期刊)

学术兼职

中国科学技术情报学会知识组织专委会委员中国中文信息学会信息检索专委会通讯委员中国中文信息学会青年工作委员会（青工委）委员上海市图书馆学会科普教育委员会副主任上海市图书馆学会青年委员会委员