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Evgeny Kharlamov

Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness

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Apr 07, 2025
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ReaLitE: Enrichment of Relation Embeddings in Knowledge Graphs using Numeric Literals

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Apr 01, 2025
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DAGE: DAG Query Answering via Relational Combinator with Logical Constraints

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Oct 29, 2024
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Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction

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Aug 15, 2024
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Conformalized Answer Set Prediction for Knowledge Graph Embedding

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Aug 15, 2024
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Alleviating Over-Smoothing via Aggregation over Compact Manifolds

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Jul 27, 2024
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Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs

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Jul 22, 2024
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Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings

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Jul 16, 2024
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Generating SROI^{-} Ontologies via Knowledge Graph Query Embedding Learning

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Jul 12, 2024
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Robust Knowledge Extraction from Large Language Models using Social Choice Theory

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Dec 22, 2023
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