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cs.SI2026
Rethinking Sampling Strategy in Link Prediction
Yilin Bi, Zhenyu Deng, Xinshan Jiao +1
Many real-world networks are incomplete, making link prediction a fundamental challenge in network science. To train parameters and evaluate algorithms, observed links are usually…
cs.LG2026
Quantifying and Mitigating Self-Preference Bias of LLM Judges
Jinming Yang, Zheng Hu, Chuxian Qiu +3
LLM-as-a-Judge has become a dominant approach in automated evaluation systems, playing critical roles in model alignment, leaderboard construction, quality control, and so on. Howe…