2026

Cliff Tokens: Identifying Single-Token Failure Triggers in LLM Mathematical Reasoning
Cliff Tokens: Identifying Single-Token Failure Triggers in LLM Mathematical Reasoning

Jaeyong Ko, Pilsung Kang, Yukyung Lee

arXiv preprint arXiv:2606.25524 2026

Identifies single-token triggers that can sharply change the success or failure of LLM mathematical reasoning, supporting fine-grained analysis of reasoning reliability.

Cliff Tokens: Identifying Single-Token Failure Triggers in LLM Mathematical Reasoning

Jaeyong Ko, Pilsung Kang, Yukyung Lee

arXiv preprint arXiv:2606.25524 2026

Identifies single-token triggers that can sharply change the success or failure of LLM mathematical reasoning, supporting fine-grained analysis of reasoning reliability.