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Optimizing multi-hop question answering reasoning through time-aware path construction

Abstract Multi-hop question answering (MHQA) requires models to perform reasoning across multiple text segments to answer complex questions. However, existing methods often overlook temporal dependencies between facts during reasoning path construction, resulting in illogical inference chains and re...

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Bibliografische gegevens
Hoofdauteurs: Xue Yang, Siling Feng, Shan Xue, Qingkui Chen, Mengxing Huang
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Springer 2026-01-01
Reeks:Journal of King Saud University: Computer and Information Sciences
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Online toegang:https://doi.org/10.1007/s44443-026-00471-6
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