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What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge

Year: 2026

Type: conference-paper

Abstract: Dongzhuoran Zhou, Yuqicheng Zhu, Xiaxia Wang, Hongkuan Zhou, Yuan He, Jiaoyan Chen, Steffen Staab, Evgeny Kharlamov. Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Conference of the European Chapter of the Association for Computational Linguistics

DOI: 10.18653/v1/2026.eacl-long.114

Authors: Dongzhuoran Zhou, Yuqicheng Zhu, Xiaxia Wang, Hongkuan Zhou, Yuan He, Jiaoyan Chen, Steffen Staab, Evgeny Kharlamov

Institutions: University of Oslo, University of Stuttgart, University of Oxford, University of Manchester, University of Southampton

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: International Max Planck Research School for Environmental, Cellular and Molecular Microbiology, International Max Planck Research School for Advanced Methods in Process and Systems Engineering, Engineering and Physical Sciences Research Council

Award: OntoEm: Semantic Embedding for Ontologies

OpenAlex ID: W7140148804

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