most citedRetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference

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cs.CL2026

TriggerBench: Investigating Prospective Memory for Large Language Models

Tianhua Zhang, Xinjiang Wang, Qianxi Zhang +6

While Large Language Models (LLMs) are increasingly deployed in long interactions, existing evaluations focus predominantly on retrospective memory (RM) via explicit queries. Prosp…

cs.CL2025

Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization

Yuanye Liu, Jiahang Xu, Li Lyna Zhang +6

Large Language Models (LLMs) have shown significant capability across various tasks, with their real-world effectiveness often driven by prompt design. While recent research has fo…