most citedLearning to Lie: Reinforcement Learning Attacks Damage Human-AI Teams and Teams of LLMs

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cs.CL2026

Dual Dimensionality for Local and Global Attention

Zhiyuan Wang, Xuan Luo, Sirui Zeng +1

Decoder-only Transformers compute attention over the KV cache of preceding tokens. Keys (and Values) are typically represented with the same dimensionality, regardless of its dista…

cs.CL2025

SOPBench: Evaluating Language Agents at Following Standard Operating Procedures and Constraints

Zekun Li, Shinda Huang, Jiangtian Wang +8

As language agents increasingly automate critical tasks, their ability to follow domain-specific standard operating procedures (SOPs), policies, and constraints when taking actions…