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

This work introduces NBA_Streaming, a large-scale benchmark for online fine-grained basketball commentary generation and proposes a causal two-stage framework that combines completion-first localization with ball-centric semantic grounding, enabling the system to identify complete events from observed streams and organ...

Li-Fang Wu, Yu-Yang Wu, Yangdong Gao et al. · 0 citations