4 citations · 4 across the 4 of their papers we have counts for
3 papers · 1 filter
What Survives the Next Model? Benchmarking LLM-Based Techniques Against Single-Prompts
Nahian Salsabil, Joy Saha, Simantika Bhattacharjee Dristi +4
The software engineering research community has enthusiastically embraced the integration of Large Language Models (LLMs) into complex techniques to solve a wide variety of tasks.…
SONAR: Task-Aware Code Summary Evaluation for LLM Consumers Without References
Simantika Bhattacharjee Dristi, Matthew B. Dwyer
Source code summaries have traditionally been evaluated from a human developer's perspective, with quality determined by how closely they resemble developer-written references and…
A Differential Fuzzing-Based Evaluation of Functional Equivalence in LLM-Generated Code Refactorings
Simantika Bhattacharjee Dristi, Matthew B. Dwyer
With the rapid adoption of large language models (LLMs) in automated code refactoring, assessing and ensuring functional equivalence between LLM-generated refactoring and the origi…