2 papers
cs.SE2026
Do Not Treat Code as Natural Language: Implications for Repository-Level Code Generation and Beyond
Minh Le-Anh, Huyen Nguyen, Khanh An Tran +4
Large language models for code (CodeLLMs) have demonstrated remarkable success in standalone code completion and generation, sometimes even surpassing human performance, yet their…
cs.CL2024
A Comparative Study of Quality Evaluation Methods for Text Summarization
Huyen Nguyen, Haihua Chen, Lavanya Pobbathi +1
Evaluating text summarization has been a challenging task in natural language processing (NLP). Automatic metrics which heavily rely on reference summaries are not suitable in many…