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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Minju Song

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Open access Jan 2026

Ensemble multi-retrieval methodologies with reasoning model decision in multi-step biomedical QA

Abstract Robust and trustworthy biomedical question answering (QA) remains a critical challenge for large language models (LLMs), especially in complex domains such as rare diseases, where information is fragmented across multiple sources. MedHopQA 2025 benchmark introduces 10 000 multi-step reasoning questions curated...

Jongmyung Jung, Hyeon Hwang, Yein Park et al. · 0 citations
#artificial intelligence Preprint Aug 2026

Enhancing Low-Resource Language Reasoning via High-Resource Language Feature Transfer

A mechanistic intervention framework for identifying and transferring task-relevant sparse latent features across languages and reframes some cross-lingual reasoning gaps as failures of mechanism elicitation rather than capability absence, and offers a causally testable route to feature-mediated transfer without transl...

Minju Song, Hyeon Hwang, Junhyun Lee et al. · 0 citations

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