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cs.AI2026
Modeling Matches as Language: A Generative Transformer Approach for Counterfactual Player Valuation in Football
Miru Hong, Minho Lee, Geonhee Jo +4
Evaluating football player transfers is challenging because player actions depend strongly on tactical systems, teammates, and match context. Despite this complexity, recruitment d…
cs.LG2026
PathCRF: Ball-Free Soccer Event Detection via Possession Path Inference from Player Trajectories
Hyunsung Kim, Kunhee Lee, Sangwoo Seo +3
Despite recent advances in AI, event data collection in soccer still relies heavily on labor-intensive manual annotation. Although prior work has explored automatic event detection…
cs.AI2026
VERSA: Verified Event Data Format for Reliable Soccer Analytics
Geonhee Jo, Mingu Kang, Kangmin Lee +3
Event stream data is a critical resource for fine-grained analysis across various domains, including financial transactions, system operations, and sports. In sports, it is activel…