Zefeng DU

Master

Faculty of Science, University of Macau

E-mail：seele.du[AT]connect.um.edu.mo

中文版

2020 - now Master in Computer Science, University of Macau, Macau, China (Mentor: Derek F. Wong)
2016-2020 B.Sc. in Software Engineering, South China Agricultural University, Guangzhou, China (Mentor: Peijie Huang)

March 2022 - now Intern at NLP center, Tencent AILab (Mentor: Longyue Wang and Zhaopeng Tu).
July 2021 - March 2022 Intern at NLP center, Tencent AILab (Mentor: Haisong Zhang).
Dec 2019 – Mar. 2020 Intern at Webank in the AI project group on user intent classification in natural language understanding for dialogue system (Mentor: Yaohua Tang).

2023, Macaw-LLM: Multi-Modal Language Modeling
2022, Guogfeng: A Discourse-aware Evaluation Benchmark
2017-2018, User Intent Understanding for Intelligent Virtual Assistants, National Innovation Training Project for College Students of China (No. 201710564154)

2018 Ranked 4th out of 80 teams. The 2nd Evaluation of Chinese Human-Computer Dialogue Technology, task-1: Chinese Utterance Domain Classification. Sponsored by Chinese Information Processing Society of China (CIPSC).
2018 Ranked 10th out of 150 teams. Evaluation on User Intent Identification in Mobile Customer Service. Sponsored by Chinese Information Processing Society of China (CIPSC).
2017 First Prize, Ranked 1st out of 74 teams. The 1st Evaluation of Chinese Human-Computer Dialogue Technology, task-1: Chinese Utterance Domain Classification. Sponsored by Chinese Information Processing Society of China (CIPSC).

2017 Second Prize, the 15th Guangdong Collegiate Programming Contest (GDCPC 2017)
2017 First Prize, KAITONG cup Guangdong Collegiate JAVA Programming Contest
2017 First Prize, South China Agricultural University Programming Contest

Du, Z., Huang, P., He, Y., Liu, W., Zhu, J.: A Knowledge-Gate Mechanism for Utterance Domain Classification. In: Proceedings of the 8th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2019), October 13-14, 2019.
He, Y., Huang, P., Du, Z., Liu, W., Zhu, J.: Distant Supervision Based Utterance Domain Classification with Domain-Special NER. Journal of Chinese Information Processing, 2019, to appear. (In Chinese with English abstract)
Liang, Y., Huang, P., Huang, P., Du, Z.: Refining Word Vector Representation with Reliable Lexical Semantic Constraints. Journal of Chinese Information Processing, 2019, 33(1):56-67. (In Chinese with English abstract)
Huang Q., Huang, P., Li, Y., Du, Z.: End-to-end Dialogue Control for Utterances without Slot Values in Task-oriented Dialogue System. Journal of Chinese Information Processing, 2018, 32(12): 109-117. (In Chinese with English abstract)