2 papers
cs.IR2026
From Isolated Scoring to Collaborative Ranking: A Comparison-Native Framework for LLM-Based Paper Evaluation
Pujun Zheng, Jiacheng Yao, Jinquan Zheng +6
Large language models (LLMs) are currently applied to scientific paper evaluation by assigning an absolute score to each paper independently. However, since score scales vary acros…
cs.SE2025
A Qualitative Investigation into LLM-Generated Multilingual Code Comments and Automatic Evaluation Metrics
Jonathan Katzy, Yongcheng Huang, Gopal-Raj Panchu +5
Large Language Models are essential coding assistants, yet their training is predominantly English-centric. In this study, we evaluate the performance of code language models in no…