no code implementations • 22 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.
no code implementations • 24 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
no code implementations • 21 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.
no code implementations • 27 Jan 2023 • Yunjie He, Philip John Gorinski, Ieva Staliunaite, Pontus Stenetorp
Multi-hop QA (Question Answering) is the task of finding the answer to a question across multiple documents.