2 papers
cs.AI2026
PolyWorkBench: Benchmarking LLM Agents for Cross-Lingual Long-Horizon Workflows
Hongliang Li, Yijin Liu, Zhiwei Zhang +5
While Large Language Model (LLM) agents excel at monolingual long-horizon planning and tool use, enterprise workflows inherently require processing multilingual resources across ex…
cs.CL2026
Multi-Aspect Knowledge Distillation for Language Model with Low-rank Factorization
Zihe Liu, Yulong Mao, Jinan Xu +2
Knowledge distillation is an effective technique for pre-trained language model compression. However, existing methods only focus on the knowledge distribution among layers, which…