From the 1 of 3 linked papers with an AI index.
3 papers
Toward Inferring Accurate Context-free Grammars for Big Languages in a Black-box Setting
Mohammad Rifat Arefin, Nuhiat Arefin, Shanto Rahman +1
The paper presents XVada, a new black‑box technique for inferring accurate and compact context‑free grammars of large programming languages, showing improved accuracy over prior to…
Black-box Context-free Grammar Inference for Readable & Natural Grammars
Mohammad Rifat Arefin, Shanto Rahman, Christoph Csallner
Black-box context-free grammar inference is crucial for program analysis, reverse engineering, and security, yet existing tools such as Arvada, TreeVada, and Kedavra struggle with…
UTFix: Change Aware Unit Test Repairing using LLM
Shanto Rahman, Sachit Kuhar, Berk Cirisci +5
Software updates, including bug repair and feature additions, are frequent in modern applications but they often leave test suites outdated, resulting in undetected bugs and increa…