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cs.CL2026
EurekaBench: Measuring Agentic Ability to Discover New Scientific Insights
Jiayi Geng, Zhengxuan Wu, Kevin S. Chen +12
When Isaac Newton discovered the law of gravitation, he did so through an iterative process of analyzing observed data such as planetary patterns, finding the underlying mechanisms…
cs.CL2026
KARA: Efficient Reasoning LLM Serving via Sliding-Window KV Cache Compression
Shen Han, Yuyang Wu, Junpu Yu +1
Reasoning language models often generate long chain-of-thought (CoT), which accumulates a massive KV cache during the decoding phase and incurs high decoding latency and limited th…