Search Results for author: Rhys Tracy

Found 4 papers, 1 papers with code

SportQA: A Benchmark for Sports Understanding in Large Language Models

no code implementations24 Feb 2024 Haotian Xia, Zhengbang Yang, Yuqing Wang, Rhys Tracy, Yun Zhao, Dongdong Huang, Zezhi Chen, Yan Zhu, Yuan-Fang Wang, Weining Shen

A deep understanding of sports, a field rich in strategic and dynamic content, is crucial for advancing Natural Language Processing (NLP).

Few-Shot Learning Multiple-choice +1

Advanced Volleyball Stats for All Levels: Automatic Setting Tactic Detection and Classification with a Single Camera

1 code implementation26 Sep 2023 Haotian Xia, Rhys Tracy, Yun Zhao, Yuqing Wang, Yuan-Fang Wang, Weining Shen

Our frameworks combine setting ball trajectory recognition with a novel set trajectory classifier to generate comprehensive and advanced statistical data.

Computational Efficiency Pathfinder

Graph Encoding and Neural Network Approaches for Volleyball Analytics: From Game Outcome to Individual Play Predictions

no code implementations22 Aug 2023 Rhys Tracy, Haotian Xia, Alex Rasla, Yuan-Fang Wang, Ambuj Singh

Our results show that the use of GNNs with our graph encoding yields a much more advanced analysis of the data, which noticeably improves prediction results overall.

Type prediction

VREN: Volleyball Rally Dataset with Expression Notation Language

no code implementations28 Sep 2022 Haotian Xia, Rhys Tracy, Yun Zhao, Erwan Fraisse, Yuan-Fang Wang, Linda Petzold

The second goal is to introduce a volleyball descriptive language to fully describe the rally processes in the games and apply the language to our dataset.

Decision Making Descriptive +1

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