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Advances in Information Retrieval - 47th European Conference on Information Retrieval,

Nikita Krayko, Ivan Sidorov, Fedor Laputin, Alexander Panchenko, Daria Galimzianova, Vasily Konovalov , editor = · 2025 · DOI 10.1007/978-3-031-88720-8

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cs.CL 1

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OCC-RAG: Optimal Cognitive Core for Faithful Question Answering

cs.CL · 2026-05-30 · unverdicted · novelty 5.0

OCC-RAG develops task-specialized SLMs (0.6B and 1.7B) via a new synthetic data pipeline for multi-hop reasoning and context faithfulness, claiming to match or exceed 2-6x larger general models on HotpotQA, MuSiQue, TAT-QA, ConFiQA, and MuSiQue-Un.

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  • OCC-RAG: Optimal Cognitive Core for Faithful Question Answering cs.CL · 2026-05-30 · unverdicted · none · ref 39

    OCC-RAG develops task-specialized SLMs (0.6B and 1.7B) via a new synthetic data pipeline for multi-hop reasoning and context faithfulness, claiming to match or exceed 2-6x larger general models on HotpotQA, MuSiQue, TAT-QA, ConFiQA, and MuSiQue-Un.