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zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models

Z. Ding, H. Cai, J. Wu, Y. Ma, R. Liao, B. Xiong, and V. Tresp. Annual Conference of the North American Chapter of the Association for Computational Linguistics, (2024)

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Hanbing Ma University of Stuttgart

Systematic Comparison of Sensor Signals for Pump Operating Points Estimation Using Convolutional Neural NetworkH. Ma, O. Kirschner, and S. Riedelbauch. International journal of turbomachinery propulsion and power, 8 (4): 39 (2023)

Yuliang Ma University of Stuttgart

Prof. Dr.-Ing. Thomas Maier Universität Stuttgart

Daniel Marino

Thomas Maier

Other publications of authors with the same name

Embedding Learning for Declarative Memories.V. Tresp, Y. Ma, S. Baier, and Y. Yang. ESWC (1), volume 10249 of Lecture Notes in Computer Science, page 202-216. (2017)Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs.Z. Han, Z. Ding, Y. Ma, Y. Gu, and V. Tresp. EMNLP (1), page 8352-8364. Association for Computational Linguistics, (2021)Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions.S. Baier, Y. Ma, and V. Tresp. CoRR, (2018)Learning with Knowledge Graphs.V. Tresp, Y. Ma, and S. Baier. NeSy, volume 2003 of CEUR Workshop Proceedings, CEUR-WS.org, (2017)Contrastive Learning for Recommender System.Z. Liu, Y. Ma, Y. Ouyang, and Z. Xiong. CoRR, (2021)TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting.H. Sun, J. Zhong, Y. Ma, Z. Han, and K. He. EMNLP (1), page 8306-8319. Association for Computational Linguistics, (2021)Improving Visual Relationship Detection Using Semantic Modeling of Scene Descriptions.S. Baier, Y. Ma, and V. Tresp. International Semantic Web Conference (1), volume 10587 of Lecture Notes in Computer Science, page 53-68. Springer, (2017)Embedding models for episodic knowledge graphs.Y. Ma, V. Tresp, and E. Daxberger. J. Web Semant., (2019)zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language ModelsZ. Ding, H. Cai, J. Wu, Y. Ma, R. Liao, B. Xiong, and V. Tresp. Annual Conference of the North American Chapter of the Association for Computational Linguistics, (2024)Holistic Representations for Memorization and Inference.Y. Ma, M. Hildebrandt, V. Tresp, and S. Baier. UAI, page 403-413. AUAI Press, (2018)