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cs.CL2026
Role-Playing Agents Driven by Large Language Models: Current Status, Challenges, and Future Trends
Ye Wang, Jiaxing Chen, Hongjiang Xiao
In recent years, with the rapid advancement of large language models (LLMs), role-playing language agents (RPLAs) have emerged as a prominent research focus at the intersection of…
cs.CL2025
Scaling Laws for Speculative Decoding
Siyuan Yan, Mo Zhu, Guo-qing Jiang +8
The escalating demand for efficient decoding in large language models (LLMs) is particularly critical for reasoning-intensive architectures like OpenAI-o3 and DeepSeek-R1, which de…