AAAI 2026technical0 citations

TASE: Token Awareness and Structured Evaluation for Multilingual Language Models

Chenzhuo Zhao, Xinda Wang, Yue Huang, Junting Lu, Ziqian Liu

Abstract

While large language models (LLMs) have demonstrated remarkable performance on high-level semantic tasks, they often struggle with fine-grained, token-level understanding and structural reasoning—capabilities that are essential for applications requiring precision and control. We introduce TASE, a comprehensive benchmark designed to evaluate LLMs

BibTeX
@inproceedings{aaai2026_tasetokenawarene,
  title = {TASE: Token Awareness and Structured Evaluation for Multilingual Language Models},
  author = {Chenzhuo Zhao and Xinda Wang and Yue Huang and Junting Lu and Ziqian Liu},
  booktitle = {AAAI 2026},
  year = {2026}
}