基本介紹
- 中文名：魏忠鈺
- 畢業院校：香港中文大學
- 學位/學歷：博士
- 職業：教師
- 專業方向：自然語言處理、機器學習、社交媒體分析和論辯挖掘
- 就職院校：復旦大學大數據學院
個人經歷,主講課程,研究方向,學術成果,
個人經歷
2014年獲得香港中文大學博士學位，之後在美國德州大學達拉斯分校從事博士後研究工作。入選2017年度上海市青年科技英才揚帆計畫。
University Service Experience
Member, CUHK 50th Anniversary Celebration Co-ordinating and Working Committee
Vice Chairman of Council, The Postgraduate Student Association, The Chinese University of Hong Kong, Jan. 2012 to Jan. 2014
Vice President, The Postgraduate Student Association, The Chinese University of Hong Kong, Jan. 2011 to Jan. 2012
Vice President, The Student Union, Harbin Institute of Technology, Oct. 2006 to Sep. 2007
主講課程
- DATA130047 Natural Language Processing for Social Media Communication:Spring 2020
- DATA130006 Introduction to Natural Language Processing:Spring 2019,[Spring 2017]
- DATA130008 Introduction to Artificial Intelligence: Fall 2019,[Spring 2019],Fall 2017
- DATA620006 Introduction to Artificial Intelligence and Machine Learning:Spring 2018
- Summer2017 Statistical Language Models for Text Data Retrieval and Analysis:[Summer2017]
研究方向
自然語言處理，機器學習，社交媒體分析和論辯挖掘。
學術成果
- Cross Vision and Language:
- Ruize Wang,Zhongyu Wei, Piji Li, Qi Zhang and Xuanjing Huang Storytelling from an Image Stream using Scene Graphs AAAI 2020
- Ruize Wang,Zhongyu Wei, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang and Xuanjing Huang Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication arXiv
- Zhihao Fan,Zhongyu Wei, Siyuan Wang and Xuanjing Huang Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning ACL 2019
- Zhihao Fan,Zhongyu Wei, Piji Li, Yanyan Lan and Xuanjing Huang A Question Type Driven Framework to Diversify Visual Question Generation[slides] IJCAI 2018
- Zhihao Fan,Zhongyu Wei, Siyuan Wang, Yang Liu and Xuanjing Huang A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators[slides] COLING 2018
Argumentation Mining:
- Lu Ji,Zhongyu Wei, Jing Li, Qi Zhang and Xuanjing Huang Discrete Argument Representation Learning for Interactive Argument Pair Identification[Data] arXiv
- Lu Ji,Zhongyu Wei, Xiangkun Hu, Yang Liu, Qi Zhang and Xuanjing Huang Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model[Data][slides] COLING 2018
- Jing Li, Yan Song,Zhongyu Weiand Kam-fai Wong Joint Model of Conversational Discourses and Latent Topics on Microblogs Computational Linguistics
- Yucheng Wang,Zhongyu Wei, Yaqian Zhou and Xuanjing Huang Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning EMNLP 2018
- Zhongyu Wei, Yang Liu and Yi Li Is This Post Persuasive? Ranking Argumentative Comments in the Online Forum ACL 2016, short paper
Machine Learning and Text Generation
- Xisen Jin,Zhongyu Wei, Junyi Du, Xiangyang Xue, Xiang Ren Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models ICLR 2020
- Rong Ye, Wenxian Shi, Hao Zhou,Zhongyu Wei, Lei Li Variational Template Machine for Data-to-Text Generation ICLR 2020
- Siyuan Wang,Zhongyu Wei, Zhihao Fan, Yang Liu and Xuanjing Huang A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation[slides] AAAI 2019
- Zhongyu Wei, Wei Gao, Utilizing Microblogs for Automatic Highlights Extraction[bib][Slides][Data] COLING 2014
Applications on Medical and Financial Domains:
- Qin Chen, Xinzhu Lin, Xiahui He, Huaixiao Tou, Ting Chen andZhongyu Wei Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph[Data] EMNLP 2019
- Qianlong Liu,Zhongyu Wei, Baolin Peng, Xiangying Dai, Huaixiao Tou, Ting Chen, Xuanjing Huang and Kam-fai Wong Task-oriented Dialogue System for Automatic Diagnosis[Data] ACL 2018, short paper
- Yiying Yang,Zhongyu Wei, Qin Chen and Libo Wu Using External Knowledge for Financial Event Prediction based on Graph Neural Networks CIKM 2019, short paper
- Qianlong Liu, Baoliang Cui,Zhongyu Wei, Baolin Peng, Haikuan Huang, Hongbo Deng, Jianye Hao, Xuanjing Huang and Kam-fai Wong Building Personalized Simulator for Interactive Search IJCAI 2019
- Yingmei Chen andZhongyu Wei Incorporating Corporation Relationship via Graph Convolutional Neural Networks for Stock Price Prediction CIKM 2018, short paper
