Recent News

Sep 24, 2026 Our paper “Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation” has been accepted to NeurIPS 2026!
Aug 25, 2026 Our paper “SCRIBE: Structured Mid-Level Supervision for Tool-Using Language Models” got accepted to EMNLP 2026 Main!
Apr 6, 2026 Two papers got accepted in ACL 2026!
Jan 4, 2026 Our paper “Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs” got accepted in EACL 2026 Main (Oral).
Oct 16, 2025 Our paper “Learning How to Use Tools, Not Just When: Pattern-Aware Tool-Integrated Reasoning” got accepted in *MATH-AI Workshop, Neurips 2025.
Aug 20, 2025 One paper accepted in EMNLP 2025.