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Illya Havrylov

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#natural language process... Preprint Aug 2026

Balancing Reasoning and Hardware Constraints in RAG Pipelines for Ukrainian Multi-Domain Document Understanding

The system submitted to the UNLP 2026 Shared Task on Multi-Domain Document Understanding achieved a Private Score of 0.8095, placing 10th out of 15 active teams, prioritizing pipeline stability over multi-step reasoning.

Illya Havrylov · 0 citations