arxiv
PublishedOctober 19, 2026 at 4:00 AM
STAIF: A Stage-wise Optimization for Complex Instruction Following
Publisher summary· verbatim
arXiv:2607.22649v2 Announce Type: replace Abstract: Following complex instructions with multiple explicit constraints remains a fundamental challenge for large language models (LLMs). Existing alignment methods, such as DPO, optimize holistic reward signals that often underemphasize strict satisfact
Stay posted· Newsletter
Three short emails a week: Monday, Wednesday and Friday. Top movers, new models and the most-referenced story.
Your email is used only to send The Bubble Brief. Privacy policy
Discussion
No replies yet. Be first.
Related coverage
More from ARXIV
arxivGlobeBench: Evaluating Text-Based World Model Capabilities for Scalable Environment Simulations2harxivAlgorithm Modelization: Transforming Optimization Algorithms into Evolvable Intelligence2harxivSimOPD: Relational Knowledge Transfer for On-Policy Distillation2harxivGenerative Policy Improvement from Observational Data2hThe Bubble Brief
MON · WED · FRIRead AI insights every Monday, Wednesday and Friday — top movers, new models, story of the week.
Your email is used only to send The Bubble Brief. Privacy policy
Originally published on arxiv ↗