1. Mehdi Houshmand Sarkhoosh, Sushant Gautam, Cise Midoglu, Thu Nguyen, Jan Held, Anthony Cioppa, Silvio Giancola, Vajira Thambawita, Michael A. Riegler, and Pål Halvorsen. Beyond Audio: Enhancing SoccerNet-Echoes with Multimodal Event Extraction Using LLMs. International Journal of Semantic Computing, 19(4):589-613, November 2025. Keyword(s): Dataset, Gemini, X-VARS, GSR, Soccer, Audio, SoccerNet, Multimodal, Event detection, LLM. [bibtex-entry]

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