虞剑飞

博士, 副教授

地址: 江苏省南京市孝陵卫200号计算机学院3032室
电话: 025 84303280 转 3032
邮箱: jfyu at njust dot edu dot cn

[English Version] [个人简介] [工作经历] [学术论著] [学术服务]

个人简介

2018年毕业于新加坡管理大学信息系统学院，获得工学博士学位。分别于2015年和2012年毕业于南京理工大学计算机科学与工程学院，获得工学硕士和工学学士学位。一直从事人工智能、自然语言处理、机器学习、数据挖掘等领域的研究工作，在领域内重要的学术期刊和会议上发表论文15篇。

目前的研究兴趣包括：

自然语言处理与文本挖掘：情感分析；信息抽取；问答系统；文本摘要；社交媒体分析；多模态数据分析；文本生成与对话系统。
机器学习与数据挖掘方法：监督/半监督统计学习方法；深度学习；迁移学习；多任务学习；多模态学习。

工作经历

2019至今: 副教授，南京理工大学，中国南京。
2018-2019: 研究科学家，新加坡管理大学，新加坡。
2018-2018: 研究性实习，美国Snapchat公司，美国洛杉矶。
2017-2017: 研究性实习，阿里巴巴公司，中国杭州。

代表论著 [Google Scholar] (* = 通讯作者)

Yufei Tian, Jianfei Yu* and Jing Jiang. Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder. In CIKM 2019, pp. 2061-2064.
Jianfei Yu, Jing Jiang and Rui Xia. Global Inference for Aspect and Opinion Terms Co-extraction based on Neural Networks. IEEE/ACM Transactions on Audio, Speech and Language Processing, 27(1), pp. 168-177, 2019.
Jianfei Yu and Jing Jiang. Adapting BERT for Target-Oriented Multimodal Sentiment Classification. In IJCAI 2019, pp. 5408-5414. [data]
Jianfei Yu, Luis Marujo, Jing Jiang, Pradeep Karuturi and William Brendel. Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network. In EMNLP 2018, pp. 1097-1102. [code]
Jianfei Yu, Minghui Qiu, Jing Jiang, Shuangyong Song, Jun Huang, Wei Chu and Haiqing Chen. Modelling Domain Relationships for Transfer Learning on Chatbot-based Question Answering Systems. In WSDM 2018, pp. 682-690. Oral, AR: 23/514=4.48%. [code]
Zixiang Ding, Rui Xia, Jianfei Yu, Xiang Li, and Jian Yang. Densely Connected Bidirectional LSTM with Applications to Sentence Classification. In NLPCC, pp. 278-287, 2018. [code]
Feng Xu, Jianfei Yu, and Rui Xia. Instance-based Domain Adaptation based on Single and Multiple Logistic Approximation. IEEE Intelligent Systems, vol. 33, no. 1, pp. 78-88, 2018.
Ying Ding, Jianfei Yu and Jing Jiang. Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction. In AAAI 2017, pp. 3436-3442.
Jianfei Yu and Jing Jiang. Leveraging Auxiliary Tasks for Document-level Cross-Domain Sentiment Classification. In IJCNLP 2017, pp. 654-663.
Jianfei Yu and Jing Jiang. Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification. In EMNLP 2016, pp. 236–246. Oral, AR: 87/747=11.65%. [code]
Jianfei Yu and Jing Jiang. Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network. In COLING 2016, pp. 2366-2377. [code]
Rui Xia, Feng Xu, Jianfei Yu, Yong Qi, and Erik Cambria. Polarity Shift Detection, Elimination and Ensemble: A Three-stage Model for Document-level Sentiment Analysis. Information Processing and Management, vol. 52, no. 1, pp. 36–45, 2016.
Jianfei Yu and Jing Jiang. A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features. In ACL 2015, pp. 168–173. Oral, AR: 50/648=7.72%. [code]
Rui Xia, Jianfei Yu, Feng Xu, and Shumei Wang. Instance-based Domain Adaptation in NLP via In-target-domain Logistic Approximation. In AAAI 2014, pp. 1600–1606.

学术服务

程序委员会委员: IJCAI, AAAI, ACL, EMNLP, NAACL, COLING, IJCNLP, CCL, SMP, etc.

期刊审稿人: IEEE TAFFC, IEEE/ACM TASLP, ACM TALIP, IPM, JASIST, Neurocomputing, etc.

最后更新于 2019-11-7