Wei Tao

Wei Tao

A Ph.D. candidate at Fudan Univ.

Welcome to my academic page :)

Hello 😊

I am a Ph.D. candidate at Fudan University. My supervisor is Prof. Wenqiang Zhang and thank him for his multi-faceted supports. Before going to Fudan, I received the B.S. degree in computer science from East China Normal University at 2018.

My research interests include Code Intelligence and Natural Language Generation. The intersection of natural language processing and software engineering is my favorite area of research lately.

Publications 📝

RACE: Retrieval-augmented Commit Message Generation

Ensheng Shi, Yanlin Wang, Wei Tao, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

Empirical Methods in Natural Language Processing (EMNLP), 2022

[pdf] [code]

A Large-Scale Empirical Study of Commit Message Generation: Models, Datasets and Evaluation

Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang

Empirical Software Engineering (EMSE), 2022

[pdf] [code]

A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances

Yan Wang, Wei Song, Wei Tao, Antonio Liotta, Dawei Yang, Xinlei Li, Shuyong Gao, Yixuan Sun, Weifeng Ge, Wei Zhang, Wenqiang Zhang

Information Fusion, 2022

[pdf]

Type-Aware Medical Visual Question Answering

Anda Zhang, Wei Tao, Ziyan Li, Haofen Wang, Wenqiang Zhang

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022

[pdf] [code]

On the Evaluation of Commit Message Generation Models: An Experimental Study

Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang

IEEE International Conference on Software Maintenance and Evolution (ICSME), 2021

[pdf] [code]

Triple Sequence Generative Adversarial Nets for Unsupervised Image Captioning

Yucheng Zhou, Wei Tao, Wenqiang Zhang

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021

[pdf]

Experiences 💼

Services 🖊

  • Reviewer: ACL 2023, EMNLP 2022, 2023

Selected Awards ✨

  • Stars of Tomorrow (Award of Excellent Intern) at MSRA, in 2021
  • 1st Class Scholarship at Fudan Univ., in 2019,2020,2021,2022
  • Excellent Student Cadre at Fudan Univ., in 2020
  • Outstanding League Cadres at Fudan Univ., in 2020
  • Merit Student at Fudan Univ., in 2019
  • Outstanding Graduates at ECNU, in 2018
  • 2nd National Prize at Chinese Undergraduate Computer Design Competition, in 2018
  • Outstanding Volunteer at ECNU, in 2015