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cs.CL2026
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
Jundong Xu, Qingchuan Li, Jiaying Wu +11
Large language model (LLM) agents have achieved strong performance on a wide range of benchmarks, yet most evaluations assume static environments. In contrast, real-world deploymen…
cs.CL2024
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models
Jinyi Li, Yihuai Lan, Lei Wang +1
Prompt compression is an innovative method for efficiently condensing input prompts while preserving essential information. To facilitate quick-start services, user-friendly interf…