Staged Continual Adaptation of Multimodal Foundation Models for Japanese Financial Documents

arXiv:2610.27904 · cs.AI, cs.CL, cs.CV · Submitted 2026-10-20 · Read on arXiv

cs.AI, cs.CL, cs.CV

Submitted: 2026-10-20

Updated: 2026-10-20

Terminology

• Adaptation — 1× in this paper · explained in 1 episode
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems