Search Results for author: Yunjie He

Found 4 papers, 0 papers with code

Robust Knowledge Extraction from Large Language Models using Social Choice Theory

no code implementations22 Dec 2023 Nico Potyka, Yuqicheng Zhu, Yunjie He, Evgeny Kharlamov, Steffen Staab

Large-language models (LLMs) can support a wide range of applications like conversational agents, creative writing or general query answering.

Geometric Relational Embeddings: A Survey

no code implementations24 Apr 2023 Bo Xiong, Mojtaba Nayyeri, Ming Jin, Yunjie He, Michael Cochez, Shirui Pan, Steffen Staab

Geometric relational embeddings map relational data as geometric objects that combine vector information suitable for machine learning and structured/relational information for structured/relational reasoning, typically in low dimensions.

Hierarchical Multi-label Classification Knowledge Graph Completion +1

Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs

no code implementations21 Mar 2023 Yunjie He, Mojtaba Nayyeri, Bo Xiong, Evgeny Kharlamov, Steffen Staab

However, the role of such patterns in answering FOL queries by query embedding models has not been yet studied in the literature.

Inductive Bias Knowledge Graphs

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