3 papers
cs.AI2026
ANNEAL: Adapting LLM Agents via Governed Symbolic Patch Learning
Safayat Bin Hakim, Keyan Guo, Wenkai Tan +3
LLM-based agents can recover from individual execution errors, yet they repeatedly fail on the same fault when the underlying process knowledge--operator schemas, preconditions, an…
cs.SE2023
Wait, wasn't that code here before? Detecting Outdated Software Documentation
Wen Siang Tan, Markus Wagner, Christoph Treude
Encountering outdated documentation is not a rare occurrence for developers and users in the software engineering community. To ensure that software documentation is up-to-date, de…
cs.SE2022
Detecting Outdated Code Element References in Software Repository Documentation
Wen Siang Tan, Markus Wagner, Christoph Treude
Outdated documentation is a pervasive problem in software development, preventing effective use of software, and misleading users and developers alike. We posit that one possible r…