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UNLP 2026 Shared Task on Multi-Domain Document Understanding

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04:00

2026-09-22

arxiv.org

natural-language-processing

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

A resource-efficient Hybrid RAG pipeline using BM25, BGE-M3, and Cross-Encoder reranking scored 0.8095 on the private test set of the UNLP 2026 Shared Task on Multi-Domain Document Understanding, plac…

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Kaggle 1 BM25 1 BGE-M3 1 LapaLLM 12B 1 llama.cpp 1 NVIDIA T4 1 DeepSeek R1 1

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natural language processing 1 large language models 1 ai research 1 ai infrastructure 1