2026

FinLifeBench: Exhaustive Life-Event History and Financial-State Reconstruction from Longitudinal Banking Dialogue
FinLifeBench: Exhaustive Life-Event History and Financial-State Reconstruction from Longitudinal Banking Dialogue

Hangyeul Lee, Juyoung Oh, Jaeyong Ko, Sunmin Kim, Jaeik Park, Hyunkyu Kim, Jungmin Son, Pilsung Kang

arXiv preprint arXiv:2609.01198 2026

A benchmark for exhaustive life-event history extraction and financial-state reconstruction from longitudinal banking dialogues.

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.

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