About Me
My name is Ting Zhang, a.k.a., happygirlzt. A final-year Ph.D. student in Computer Science. I am fortunate to be supervised by Prof. David
Lo and Prof. Lingxiao
Jiang. Previously, I got my Master degree from Nanyang Technological University and Bachelor degree from Sun Yet-sen University (SYSU).
Research Interests
My research aims to support software developers in (1) understanding the sentiment expressed in software artifacts (ICSME'20, ICPC'22), (2) enhancing software development efficiency and effectiveness (ICSME'22, ASE'22, TOSEM'22, SANER'23, MSR'23).
Publications
* indicates I am the corresponding author.
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[TOSEM 2023] Representation Learning for Stack Overflow Posts: How Far are We?
Junda He, Xin Zhou, Bowen Xu, Ting Zhang, Kisub Kim, Zhou Yang, Ivana Clairine Irsan, Ferdian Thung and David Lo.
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[MSR 2023] PICASO: Enhancing API Recommendations with Relevant Stack Overflow Posts
Ivana Clairine Irsan, Ting Zhang*, Ferdian Thung, Kisub Kim, and David Lo.
[PDF] [Code]
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[SANER 2023] Multi-Modal API Recommendation
Ivana Clairine Irsan, Ting Zhang*, Ferdian Thung, Kisub Kim, and David Lo.
[PDF] [Code]
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[TOSEM 2023, ASE 2023 Journal First] Duplicate Bug Report Detection: How Far Are We?
Ting Zhang, DongGyun Han, Venkatesh Vinayakarao, Ivana Clairine Irsan, Bowen Xu, Ferdian Thung, David Lo and Lingxiao Jiang.
[PDF] [Code]
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[FSE 2022 Demo] iTiger: An Automatic Issue Title Generation Tool
Ting Zhang, Ivana Clairine Irsan, Ferdian Thung, David Lo and Lingxiao Jiang.
[PDF] [Code]
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[FSE 2022 Demo] CodeMatcher: A Tool for Large-Scale Code Search Based on Query Semantics Matching
Chao Liu, Xuanlin Bao, Xin Xia, Meng Yan, David Lo, and Ting Zhang.
[PDF] [Code]
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[ASE 2022] Summarization for Technical Queries: Benchmark and New Approach
Chengran Yang, Bowen Xu, Ferdian Thung, Yucen Shi, Ting Zhang, Zhou Yang, Xin Zhou, Jieke Shi, Junda He, DongGyun Han and David Lo.
[PDF] [Code]
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[ICSME 2022] Automatic Pull Request Title Generation
Ting Zhang, Ivana Clairine Irsan, Ferdian Thung, DongGyun Han, David Lo and Lingxiao Jiang.
[PDF] [Code]
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[ICPC 2022] Benchmarking Library Recognition in Tweets
Ting Zhang, Divya Prabha Chandrasekaran, Ferdian Thung and David Lo.
[PDF] [Code]
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[ICSME 2020] Sentiment Analysis for Software Engineering: How Far Can Pre-trained Transformer Models Go?
Ting Zhang, Bowen Xu, Ferdian Thung, Stefanus Agus Haryono, David Lo and Lingxiao Jiang.
[PDF] [Code]
Pre-print (Under Journal Submission)
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Cupid: Leveraging ChatGPT for More Accurate Duplicate Bug Report Detection
Ting Zhang, Ivana Clairine Irsan, Ferdian Thung, and David Lo.
[PDF]
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Revisiting Sentiment Analysis for Software Engineering in the Era of Large Language Models
Ting Zhang, Ivana Clairine Irsan, Ferdian Thung, and David Lo.
[PDF]
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Evaluating Pre-trained Language Models for Repairing API Misuses
Ting Zhang, Ivana Clairine Irsan, Ferdian Thung, David Lo, Asankhaya Sharma, and Lingxiao Jiang
[PDF]
Teaching
- I occasionally teach algorithms in YouTube, where I proudly have 13k+ subscribers.
- I was a teaching assistant for
- IS706: Software Mining and Analysis (2022 Spring, SMU)
- Probability & Mathematical Statistics (2017 Summer, SYSU)
- Discrete Mathematics (2016 Summer, SYSU)
Talk
- 22 Nov 2023, APR @ NUS, Repairing API misuse
- 20 Nov 2023, NCSU, LLM for Sentiment Analysis
Internship
- Veracode: Repairing API misuse bugs. May - August 2022
Services
- Committee:
- Journal Reviewer: IEEE Transactions on Software Engineering, Empirical Software Engineering, Automated Software Engineering, Neurocomputing
- Conference External Reviewer: ICSE'24, ASE'23, ICSME'23 etc.
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