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cs.AI2026
Better Retrieval, Limited Clustering Gains: A Controlled Study of Multilingual Company Entity Resolution
Yijiashun Qi, Yuxuan Li, Hanzhe Guo
Company name retrieval and final entity clustering can respond differently to encoder adaptation. We study this dependency through a controlled pipeline: train multilingual E5 enco…
cs.AI2025
AI-Driven Prognostics for State of Health Prediction in Li-ion Batteries: A Comprehensive Analysis with Validation
Tianqi Ding, Dawei Xiang, Tianyao Sun +2
This paper presents a comprehensive review of AI-driven prognostics for State of Health (SoH) prediction in lithium-ion batteries. We compare the effectiveness of various AI algori…