3 papers
cs.SE2025
ArchISMiner: A Framework for Automatic Mining of Architectural Issue-Solution Pairs from Online Developer Communities
Musengamana Jean de Dieu, Ruiyin Li, Peng Liang +5
Stack Overflow (SO), a leading online community forum, is a rich source of software development knowledge. However, locating architectural knowledge, such as architectural solution…
cs.SE2025
Natural Language-Programming Language Software Traceability Link Recovery Needs More than Textual Similarity
Zhiyuan Zou, Bangchao Wang, Peng Liang +2
In the field of software traceability link recovery (TLR), textual similarity has long been regarded as the core criterion. However, in tasks involving natural language and program…
cs.SE2025
MPLinker: Multi-template Prompt-tuning with Adversarial Training for Issue-commit Link Recovery
Bangchao Wang, Yang Deng, Ruiqi Luo +2
In recent years, the pre-training, prompting and prediction paradigm, known as prompt-tuning, has achieved significant success in Natural Language Processing (NLP). Issue-commit Li…