From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
Recall Before You Rank: Similarity-Guided Top- Reuse for Efficient Long-Context Attention
Wenshuai Yao, Wenyong Zhou, Hanyong Shao +5
The paper proposes ReTopK, a training‑free technique that speeds up dynamic top‑K sparse attention for long‑context language models by reusing supports from historically similar qu…
cs.AI2026
AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs
Fanjin Zhang, Zhengyang Wang, Ruixuan Huang +7
Large language models (LLMs) augmented with tools are emerging as autonomous agents capable of using Web engine, APIs, and code to solve complex, long-horizon tasks. Current tool-u…