Heiko Paulheim

1. Adapting Neural Link Predictors for Data-Efficient Complex Query Answering
   2023/01/01 by Russa Biswas, Arakelyan, Erik, Biswas, Russa +25 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
2. The Knowledge Graph Track at OAEI -- Gold Standards, Baselines, and the Golden Hammer Bias
   2020/02/24 by Sven Hertling, Hertling, Sven, Heiko Paulheim +1 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
3. Do LLMs Really Adapt to Domains? An Ontology Learning Perspective
   2024/07/29 by Huu Tan Mai, Mai, Huu Tan, Cuong Xuan Chu +3 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Open Education and E-Learning
4. Divided by the Algorithm? The (Limited) Effects of Content- and Sentiment-Based News Recommendation on Affective, Ideological, and Perceived Polarization
   2023/01/08 by Katharina Ludwig, Alexander Grote, Andreea Iana +5 · 1 citation
5. NASTyLinker: NIL-Aware Scalable Transformer-based Entity Linker
   2023/03/08 by Nicolas Heist, Heiko Paulheim, Heist, Nicolas +1 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
6. SnapE -- Training Snapshot Ensembles of Link Prediction Models
   2024/08/05 by Ali Shaban, Heiko Paulheim, Shaban, Ali +1 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Natural Language Processing Techniques
7. KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks
   2023/08/21 by Nicolas Heist, Sven Hertling, Heist, Nicolas +3 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Databases (cs.DB) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
8. NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation
   2023/10/02 by Andreea Iana, Goran Glavašš, Iana, Andreea +3 · 1 citation
   Materials Science · Computer Science · #Machine Learning in Materials Science #Explainable Artificial Intelligence (XAI) #Neural Networks and Applications
9. MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation
   2024/03/26 by Andreea Iana, Goran Glavašš, Iana, Andreea +3 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
10. On a Generalized Framework for Time-Aware Knowledge Graphs
    2022/07/20 by Franz Krause, Tobias Weller, Krause, Franz +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Semantic Web and Ontologies
11. Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge\n Graphs
    2020/09/09 by Gilles Vandewiele, Bram Steenwinckel, Vandewiele, Gilles +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
12. Walk this Way! Entity Walks and Property Walks for RDF2vec
    2022/04/05 by Jan Portisch, Portisch, Jan, Heiko Paulheim +1 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling
13. The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings
    2022/07/13 by Jan Portisch, Portisch, Jan, Heiko Paulheim +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences
14. Peeling Back the Layers: An In-Depth Evaluation of Encoder Architectures in Neural News Recommenders
    2024/10/02 by Andreea Iana, Goran Glavašš, Iana, Andreea +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #H.3.3 #I.2.7 #Information Retrieval (cs.IR) #Topic Modeling