Junting Lu

TASE: Token Awareness and Structured Evaluation for Multilingual Language Models

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

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, …