4 papers
Stack Trace-Based Crash Deduplication with Transformer Adaptation
Md Afif Al Mamun, Gias Uddin, Lan Xia +1
Automated crash reporting systems generate large volumes of duplicate reports, overwhelming issue-tracking systems and increasing developer workload. Traditional stack trace-based…
TriagerX: Dual Transformers for Bug Triaging Tasks with Content and Interaction Based Rankings
Md Afif Al Mamun, Gias Uddin, Lan Xia +1
Pretrained Language Models or PLMs are transformer-based architectures that can be used in bug triaging tasks. PLMs can better capture token semantics than traditional Machine Lear…
ChatGPT Inaccuracy Mitigation during Technical Report Understanding: Are We There Yet?
Salma Begum Tamanna, Gias Uddin, Song Wang +2
Hallucinations, the tendency to produce irrelevant/incorrect responses, are prevalent concerns in generative AI-based tools like ChatGPT. Although hallucinations in ChatGPT are stu…
Characterizing Issue Management in Runtime Systems
Salma Begum Tamanna, Gias Uddin, Lan Xia +1
Modern programming languages like Java require runtime systems to support the implementation and deployment of software applications in diverse computing platforms and operating sy…