Author

Yuyang Wu

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#machine learning Preprint Sep 2026

RoPE at the End of Its Rope? Theory, Diagnosis, and Mitigation of Long-Context Failures

Long-context failures of RoPE-based language models can arise from RoPE's intrinsic tradeoff between maintaining stable token preferences and distinguishing nearby positions. Determining which weakness to address, and how, requires a more precise characterization of RoPE's behavior in trained models across context leng...

Yu-Yang Wu, Yu-Feng Du, Hao Peng · 0 citations

Preprint Aug 2026

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams

Live basketball commentary generation requires determining when an event is sufficiently observable and describing it before subsequent events unfold. However, existing methods are primarily designed for pre-segmented clips or complete videos, making them unsuitable for continuous streams. Existing datasets also provid...

Lifang Wu, Yuyang Wu, Yangdong Gao et al. · 0 citations