Martin Weyssow

1. CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences
   2024/03/14 by Martin Weyssow, Weyssow, Martin, Aton Kamanda +5 · 13 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
2. LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks
   2025/02/10 by Xin Zhou, Zhou, Xin, Martin Weyssow +17 · 17 citations
   Computer Science · Decision Sciences · #Cloud Data Security Solutions #Data Quality and Management #Digital and Cyber Forensics
3. Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models
   2023/08/21 by Martin Weyssow, Xin Zhou, Weyssow, Martin +7 · 7 citations
   Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Fuzzy Logic and Control Systems
4. Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models
   2025/01/22 by Martin Weyssow, Xin Zhou, Kisub Kim +2 · 6 citations
   Computer Science · #Natural Language Processing Techniques #Software Testing and Debugging Techniques #Speech Recognition and Synthesis
5. R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation
   2025/04/07 by Martin Weyssow, Chengran Yang, Weyssow, Martin +27 · 5 citations
   Computer Science · #Software Engineering Research #Information and Cyber Security #Adversarial Robustness in Machine Learning