bilingual document corpus 1document VQA 1layout and table analysis 1multimodal document parsing 1multi-task reinforcement learning 1synthetic data generation 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.AI2026
Infinity-Parser2 Technical Report
Zuming Huang, Jun Huang, Kexuan Ren +12
Infinity-Parser2 is a large multimodal model that uses a controllable synthetic data pipeline and multi‑task reinforcement learning to parse documents, offering two variants (Flash…
cs.CL2026
SEAD: Competence-Aware On-Policy Distillation via Entropy-Guided Supervision
Chia-Hsuan Lee, Zelei Cheng, Yu Wang +4
On-policy distillation (OPD) has a property absent in offline distillation and RL: teacher supervision quality depends on student competence. Incoherent rollouts yield noisy gradie…