姓名
孔蕾蕾
职称
副教授


学位\学历
研究生/博士
职务
教师

导师类别
硕士生导师

研究方向
人工智能(自然语言处理、信息检索方向)

学习与工作经历：
孔蕾蕾，1979年10月生，博士，副教授，中文信息学会青工委委员，广东省计算机学会人工智能专委会委员。主要从事自然语言处理和信息检索方向的研究工作。目前，主要研究方向为深度学习下的自然语言理解和文本生成。2002年至2019年，黑龙江工程学院计算机科学与技术学院，副教授，黑龙江省语言智能工程技术研究中心主任，大数据学院副院长，校重点实验室自然语言处理实验室主任，国防特色学科军用计算机技术学术骨干，智能科学与技术学术骨干。2020年1月至今佛山科学技术学院电子信息工程学院，特聘教授。
作为项目负责人，主持国家自然科学基金青年项目1项，国家社科基金青年项目1项，省社科基金1项。作为主要参与人，参与国家自然科学基金2项，国家社科基金1项。迄今为止，以第一作者和通讯作者发表学术论文二十余篇，授权发明专利3项，专著1本。所领导的自然语言处理实验室从2012年开始，在国际著名的TREC(文本检索国际会议)、CLEF(跨语言信息检索评估论坛)、FIRE(信息检索评估论坛)评测中多次取得第一名。
主要学习经历：
2012.09
– 2017.12，哈尔滨工程大学，信息与通信工程学院，信息与通信工程专业，博士。
科研项目：
1. 主持
[1] 2019.01-2021.12，国家自然科学基金青年项目，基于生成对抗网络的释义文本生成研究(**)。
[2] 2014.01-2017.06，国家社科基金青年项目，高模糊抄袭检测的研究(14CTQ032)。
[3] 2019.01-2021.12，黑龙江省社科研究规划年度项目，基于深度学习的释义抄袭检测研究(18TQB103)。
[4] 2014.01-2016.12，黑龙江教育厅科学技术项目，抄袭检测的源检索与文本对齐研究(**)。
[5] 2014.1-2016.12，黑龙江教育厅前期培育项目，鹰眼抄袭检测云计算公共服务平台(1254CGZH13)。
2. 主要参与人
[6] 2018.01-2021.12，国家自然科学基金面上项目，基于深度学习的抄袭检测研究（**），第2名。
[7] 2018.01-2021.06，国家社科基金年度项目，基于生成对抗网络的汉语语义相似度计算研究（18BYY125），第2名。
[8] 2014.1-2017.12，国家自然科学基金面上项目，面向短文本数据流的信息检索与信息过滤协同学习研究（**），第4名。
[9] 2017.01-2018.12，黑龙江省社科研究规划年度项目，基于时序分析的微博传播研究（16XWB02），在研，第2名。
[10] 2017.01-2018.12，数字出版技术国家重点实验室开放课题，抄袭检测的研究——从启发式到机器学习，第2名。
3.其他课题
[1] 2016.04-2017.04，跨语言抄袭语料库加工，委托方：哈尔滨工业大学。
[2] 2017.07-2018.06，疾病本体中疾病名称的标注和测试，委托方：哈尔滨工业大学。
专著成果：
[1] 孔蕾蕾. 抄袭检测研究, 科学出版社, 2019, 6, ISBN:978-7-03-060197-1.271千字.
[2] Hongzhi Wang, Haoliang Qi, Wanxiang Che, Zhaowen
Qiu, Leilei Kong, Zhongyuan Han, Junyu
Lin, Zeguang Lu. Intelligent Computation in Big Data
Era. International Conference of Young Computer Scientists, Engineers and Educators,
ICYCSEE 2015, Harbin, China, January 10-12, 2015. Proceedings,
ISBN:78.
论文成果：
第一作者及通讯作者
SCI期刊
[1] Zhong-yuan Han, Lei-lei
Kong*,
Mu-yun Yang, Hao-liang Qi. Time Segment Language Model for Microblog
Retrieval. Neural Computing and Applications, Jan. 03, 2021, pp:1-15. DOI:
10.1007/s00521-020-05534-x)(SCI:020, IF: 4.664, JCR一区，中科院二区(2019)，CCF推荐国际学术期刊, ESI期刊)
[2] Leilei
Kong,
Zhongyuan Han*, Yong Han, Haoliang Qi,A Deep Paraphrase
Identification Model Interacting Semantics with
Syntax.Complexity,vol.2020,pp: 1-14,2020.DOI:
10.1155/2020/**. (SCI:008, JCR一区，中科院二区(2019), IF: 2.462, ESI期刊.
DOI:10.1155/2020/**)
[3] Lei-lei
Kong,
Zhong-yuan Han, Hao-liang Qi, Mu-yun Yang. Source Retrieval Model Focused on
Aggregation for Plagiarism Detection. Information Science. 503, 2019:
336–350. DOI:10.1016/j.ins.2019.07.015 (SCI:
020, JCR一区，中科院工程技术二区, 信息系统一区, IF: 4.305, CCF推荐国际学术期刊数据挖掘内容检索B类，ESI期刊)
[4] Leilei
Kong,
Yong Han, Haoliang Qi, Zhongyuan Han. A Partial Matching Convolution Neural
Network for Source Retrieval of Plagiarism Detection. IEICE Trans.
Information and Systems. Vol.E104-D, No.06, Jun. 2021.(SCI, ESI期刊)
[5] Leilei
Kong, Zhongyuan Han and Haoliang Qi^*. The Sequence Labeling
Approach for Text Alignment of Plagiarism Detection. KSII Transactions on
Internet and Information Systems, 2019, vol. 13, no. 9, pp: 4814-4832. DOI:
10.3837/tiis.2019.09.026(SCI:026, ESI期刊)
[6] Leilei
Kong, Zhongyuan Han*,
Haoliang Qi, and Zhimao Lu. A Ranking-Based Text Matching Approach for
Plagiarism Detection. IEICE Transactions on Fundamentals of Electronics,
Communications and Computer Sciences. 2018, vol. 101, no.5, pp: 799-810.
(SCI: 008, ESI期刊)
[7] Leilei
Kong, Zhimao Lu, Haoliang Qi,
and Zhongyuan Han. A Machine Learning Approach to Query Generation in
Plagiarism Source Retrieval. Frontiers of Information Technology &
Electronic Engineering. 2017, vol. 18, no.10, pp: 1556-1572. (SCI:0004**, ESI期刊)
[8] Leilei
Kong, Zhimao Lu, Zhongyuan Han,
Haoliang Qi. A ranking approach to source retrieval of plagiarism detection.
IEICE Trans. Information and Systems. Jan., 2017, vol. E100-D, no.1, pp:
203-205. (SCI:023, ESI期刊)
EI期刊
[9] Leilei Kong, Zicheng Zhao, Zhimao Lu, Haoliang Qi, Feng Zhao.
A Method of Plagiarism Source Retrieval and Text Alignment Based on Relevance
Ranking Model. International Journal of Database Theory and Application.
Dec., 2016, 9(12): 35-44. (EI: 20**4)
[10] Leilei
Kong, Zhimao Lu, Haoliang Qi, Zhongyuan Han. Detecting
High Obfuscation Plagiarism: Exploring Multi-Features Fusion via Machine
Learning. International Journal of u- and e- Service, Science and Technology.
Aug., 2014, 7(4): 385-396. (EI: 2).
其他期刊
[11] Ruiming Xiao1, Leilei
Kong*,
Zhongyuan Han, Xu Sun. A Chinese Word Similarity Model with Pronunciation,
Radical and Semantic Embedding. International Journal of Multimedia and
Ubiquitous Engineering, Vol.15, No.2, 2020, pp.31-40.
EI会议
[12] Zhiran Li, Leilei
Kong*.
Language Model-based Approaches for Legal Assistance. Working Notes of FIRE
2020 – Forum for Information Retrieval Evaluation, Hyderabad, India, December
16-20, 2020, Vol-2826.
[13] Yunpeng Yang, Leilei
Kong*,
Zhongyuan Han, Yong Han and Haoliang Qi. N-gram-based Authorship
Identification of Source Code. Working Notes of FIRE 2020 – Forum for
Information Retrieval Evaluation, Hyderabad, India, December 16-20, 2020,
Vol-2826.
[14] Haihao Yu, Chengzhe
Huang, Leilei Kong*, Xu Sun, Haoliang Qi
and Zhongyuan Han. Research on MLChecker Plagiarism Detection System. The 6th
International Conference of Pioneering Computer Scientists, Engineers and
Educators（ICPCSEE）2020. (EI: 814, DOI: https://doi.org/10.1007/978-981-15-7984-4_14)
[15] Zicheng Zhao, Hui Ning,
Liang Liu, Chengzhe Huang, Leilei Kong* , Yong Han, and
Zhongyuan Han. FIRE2019@AILA: Legal Information Retrieval Using Improved BM25.
FIRE 2019, 12-15 December 2019, Kolkata, India. CEUR Workshop
Proceedings.2019,vol.2517, pp: 40-45.
[16] Yutong Sun,Hui
Ning,Kaisheng Chen,Leilei Kong*,Yunpeng
Yang,Jiexi Wang,Haoliang Qi. Author Profiling in Arabic Tweets: An
Approach based on Multi-Classification with Word and Character Features.
FIRE 2019, 12-15 December 2019, Kolkata, India.CEUR Workshop
Proceedings.2019,vol.2517, pp: 105-109.
[17] Zhongyuan Han,Jiaming Gao,Huilin
Sun,Ruifeng Liu,Chengzhe Huang,Leilei Kong*,Haoliang Qi. An Ensemble Learning-based Model
for Classification of Insincere Questions. FIRE 2019, 12-15
December 2019, Kolkata, India.CEUR Workshop
Proceedings.2019,vol.2517, pp: 482-488.
[18] Tian
L, Ning H, Leilei Kong^*, Chen Kaisheng, Qi Haoliang, Han
Zhongyuan. Sentence Paraphrase Detection Using Classification Models. Forum
for Information Retrieval Evaluation. Springer, Cham,LNCS.2018,
vol. 10478, pp: 166-181. (EI: 20**0)
[19] Liuyang
Tian, Hui Ning, Leilei Kong^*, Zhongyuan Han, Ruiming Xiao,
Haoliang Qi. HLJIT2017@
IRLed-FIRE2017: Information Retrieval From Legal Documents. CEUR Workshop
Proceedings.2017,vol.2036,pp: 82-85. (EI: 20**5)
[20] Leilei
Kong, Kaisheng Chen, Liuyang
Tian, Zhenyuan Hao, Zhongyuan Han, Haoliang Qi: HIT2016@DPIL-FIRE2016:
Detecting Paraphrases in Indian Languages based on Gradient Tree Boosting. CEUR
Workshop Proceedings, Working Notes of Forum for Information Retrieval
Evaluation (FIRE) 2016. Dec., 2016, pp: 260-265. (EI: 20**4)
[21] Leilei Kong, Zhimao Lu, Yong Han, Haoliang Qi,
Zhongyuan Han, Qibo Wang, Zhenyuan Hao, and Jing Zhang. Source Retrieval and
Text Alignment Corpus Construction for Plagiarism Detection. CEUR Workshop
Proceedings, 16th Conference and Labs of the Evaluation Forum, CLEF 2015.
Sep., 2015, 1391: 42-CR. (EI : 20**3)
[22] Leilei Kong, Jie Li, Feng Zhao, Haoliang Qi, Zhongyuan Han,
Yong Han, Zhimao Lu. HawkEyes Plagiarism Detection System. Intelligent
Computation in Big Data Era – International Conference of Young Computer
Scientists, Engineers and Educators, ICYCSEE 2015 Proceedings, Springer
Berlin Heidelberg. Jan., 2015: 459-463. (EI:20**4)
[23] Leilei
Kong,
Zhimao Lu, Haoliang Qi, Zhongyuan Han. High Obfuscation Plagiarism Detection
Using Multi-Feature Fusion Based on Logical Regression Model. The 4th International Conference on Computer Science
and Network Technology, ICCSNT 2015. Jan., 2015:355-359. (EI: 20**1)
[24] Leilei Kong, Yong Han, Zhongyuan Han, Haihao Yu, Qibo Wang,
Tinglei Zhang, and Haoliang Qi. Source Retrieval Based on Learning to Rank
and Text Alignment Based on Plagiarism Type Recognition for Plagiarism
Detection. CEUR Workshop Proceedings,15th Conference and Labs of the
Evaluation Forum, CLEF 2014, Sep. 2014,ceur-ws.org/Vol-1180. (EI: 20**0)
[25] Leilei
Kong,
Haoliang Qi, Cuixia Du, Mingxing Wang, and Zhongyuan Han. Approaches for
Source Retrieval and Text Alignment of Plagiarism Detection. CEUR Workshop Proceedings, 14th Conference and
Labs of the Evaluation Forum, CLEF 2013, Valencia Spain, Sep., 2013, ceur-ws.org/Vol-1391. (EI: 20**8)
其他会议
[26] Leilei Kong, Haoliang Qi, Shuai Wang, Suhong Wang, and Yong
Han. Approaches for candidate document retrieval and detailed comparison of
plagiarism detection. Notebook for PAN at CLEF 2012, 2012.
共同作者
SCI期刊
[27] Han
Zhongyuan, Yang Muyun, Kong Leilei, Qi Haoliang, Li Sheng. A Hybrid
Model to Real-time Microblog Filtering. Chinese Journal of Electronics. Mar.,
2016, 25(3):432-440. (SCI: 007)
[28] Han
Zhongyuan, Yang Muyun, Kong Leilei, Qi Haoliang, Li Sheng. A temporal
microblog filtering model. International Journal of Grid and Distributed
Computing. 2016, 9(1):89-98 (SCI: 009, EI:20**1)
EI期刊
[29] 韩中元,杨沐昀,孔蕾蕾,齐浩亮,李生.基于词汇时间分布的微博查询扩展.计算机学报. Oct., 2016, 39(10):2031-2044. (EI:
20**8)
[30] Han
Zhongyuan, Yang Muyun, Kong Leilei, Qi Haoliang, Li Sheng. A
Hyperlink-extended language model for microblog retrieval. International
Journal of Database Theory and Application. 2015, 12, 8(6):89-100. (EI: 20**0)
EI会议
[31] Jiaming Gao, Hui Ning, Zhongyuan Han*, LeiLei
Kong and Haoliang Qi. Legal text classification model based on text statistical
features and deep semantic features. Working Notes of FIRE 2020 – Forum for
Information Retrieval Evaluation, Hyderabad, India, December 16-20, 2020,
Vol-2826.(EI)
[32] Jiaming Gao,Hui
Ning,Huilin Sun,Ruifeng Liu,Zhongyuan Han,Leilei
Kong,Haoliang
Qi. FIRE2019@AILA: Legal Retrieval
Based on Information Retrieval Model. FIRE 2019, 12-15 December
2019, Kolkata, India.CEUR Workshop Proceedings.2019,vol.2517, pp:
64-69.(EI)
[33] Zhongyuan Han, Wenhao Qiao, Shuo Cui, Leilei Kong. Time-Based
Microblog Search System. 2nd International Conference of Young Computer
Scientists, Engineers and Educators. 2016.7:226-228. (EI:20**9 )
[34] Hui Ning, Leilei Kong, Cuixia Du, Haoliang
Qi, Mingxing Wang. Comparisons of Keyphrase Extraction Methods in Source
Retrieval of Plagiarism Detection. International Conference on Information
Technology and Electronic Commerce, ICITEC 2013.(EI: 20**3)
[35] Leilei
Kong, Tao Yuan. Extension
Features-Driven Use Case Model for Requirement Traceability. Computer Science
& Education, 2009. ICCSE’09. 4th International Conference on. IEEE, Jul. 2009:
866-870. (EI: 507)
[36] Shuai Wang, Haoliang Qi, Leilei
Kong,
Cuixia Du. Combination of VSM and Jaccard Coefficient for External Plagiarism
Detection. Proceedings of 2013 International Conference on Machine Learning
and Cybernetics. 2013.7. (EI: 6)
其他期刊
[37] Leilei Kong, Tao Yuan. Use Case Modeling Approach for Early
Aspect Acquisition. ACM SIGSOFT Software Engineering Notes. 2009.7, 34(4): 1-6.
专利成果：
1. 发明专利
[1] 发明专利：孔蕾蕾、韩中元、杨沐昀、齐浩亮、李生，一种面向微博检索的基于时间的微博文档扩展方法，授权日期：2019.4.26, 授权号20**
[2] 发明专利：孔蕾蕾、韩中元、杨沐昀、齐浩亮、李生，一种基于历史微博的微博实时过滤模型，授权日期：2019.8.9,授权号20**
[3] 发明专利：齐浩亮，孔蕾蕾，韩咏，基于莫比乌斯带的擦地机器人,授权日期:2015-11-11，专利号：7.0
2. 软件著作登记权等其他知识产权情况
[4] 著作登记权：基于音形义的词语相似度计算系统，登记号：2020SR**，获授权时间：2020.08.25
[5] 著作登记权：中文释义判别语料库构建系统，登记号：2019SR**，获授权时间：2018.11.05
[6] 著作登记权：文本抄袭检测系统，登记号：2017SR429484，获授权时间：2017.08.07
[7] 著作登记权：中文抄袭检测抄袭源检索系统，登记号：2017SR429994，获授权时间：2017.08.07
[8] 著作登记权：实习实验报告检测系统，登记号：2017SR429510，获授权时间：2017.08.07
国际评测获奖情况：
年度
评测名称
主办方
子项目
指标
名次

2019
CIQ虚假问题判别
信息检索评估论坛FIRE
问题判别
精确率
1

2019
AILA法律检索
信息检索评估论坛FIRE
先验案例检索
总成绩
1

2019
APDA作者分析
信息检索评估论坛FIRE
作者年龄判别
准确率
1

2017
TREC实时摘要
美国国防部高等计划研究局DARPA、美国国家标准局NIST
实时推送
EG-p
1

邮件摘要
nDCG-p
1

2016
DPIL印度语释义检测
信息检索评估论坛FIRE
泰米尔语
总成绩
1

马拉雅拉姆语
总成绩
1

旁遮普语
总成绩
1

2015
PAN@CLEF抄袭检测
欧盟跨语言评估论坛CLEF
源检索
召回率
1

2014
PAN@CLEF抄袭检测
欧盟跨语言评估论坛CLEF
源检索
召回率
1

2014
中文情感倾向性分析
中国计算机学会、中国中文信息学会
观点句识别
MAP
1

2013
PAN@CLEF抄袭检测
欧盟跨语言评估论坛CLEF
源检索
召回率
1

跨语言释义检测
总成绩
1

2012
PAN@CLEF抄袭检测
欧盟跨语言评估论坛CLEF
文本对齐
总成绩
1

2012
TREC微博检索
美国国防部高等计划研究局DARPA、美国国家标准局NIST
微博检索
P@30
1

微博过滤
T11SU
1



联系方式：kongleilei@fosu.edu.cn; kongleilei1979@gmail.com(电子邮件)