| Knowledge graphs A Hogan, E Blomqvist, M Cochez, C d’Amato, GD Melo, C Gutierrez, ... ACM Computing Surveys (Csur) 54 (4), 1-37, 2021 | 1959* | 2021 |
| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 1131 | 2022 |
| Relation classification via multi-level attention cnns L Wang, Z Cao, G De Melo, Z Liu Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 661 | 2016 |
| Reinforcement knowledge graph reasoning for explainable recommendation Y Xian, Z Fu, S Muthukrishnan, G De Melo, Y Zhang Proceedings of the 42nd international ACM SIGIR conference on research and …, 2019 | 559 | 2019 |
| YAGO2: exploring and querying world knowledge in time, space, context, and many languages J Hoffart, FM Suchanek, K Berberich, E Lewis-Kelham, G De Melo, ... Proceedings of the 20th international conference companion on World wide web …, 2011 | 477 | 2011 |
| Attention clusters: Purely attention based local feature integration for video classification X Long, C Gan, G De Melo, J Wu, X Liu, S Wen Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 284 | 2018 |
| Fairness-aware explainable recommendation over knowledge graphs Z Fu, Y Xian, R Gao, J Zhao, Q Huang, Y Ge, S Xu, S Geng, C Shah, ... Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 250 | 2020 |
| Frozen clip models are efficient video learners Z Lin, S Geng, R Zhang, P Gao, G De Melo, X Wang, J Dai, Y Qiao, H Li European Conference on Computer Vision, 388-404, 2022 | 208 | 2022 |
| Webchild: Harvesting and organizing commonsense knowledge from the web N Tandon, G De Melo, F Suchanek, G Weikum Proceedings of the 7th ACM international conference on Web search and data …, 2014 | 193 | 2014 |
| PACRR: A position-aware neural IR model for relevance matching K Hui, A Yates, K Berberich, G De Melo arXiv preprint arXiv:1704.03940, 2017 | 188 | 2017 |
| Towards a universal wordnet by learning from combined evidence G De Melo, G Weikum Proceedings of the 18th ACM conference on Information and knowledge …, 2009 | 186 | 2009 |
| Multimodal keyless attention fusion for video classification X Long, C Gan, G Melo, X Liu, Y Li, F Li, S Wen Proceedings of the aaai conference on artificial intelligence 32 (1), 2018 | 149 | 2018 |
| Openwordnet-pt: An open brazilian wordnet for reasoning V De Paiva, A Rademaker, G De Melo Proceedings of COLING 2012: Demonstration Papers, 353-360, 2012 | 139 | 2012 |
| MENTA: Inducing multilingual taxonomies from Wikipedia G De Melo, G Weikum Proceedings of the 19th ACM international conference on Information and …, 2010 | 139 | 2010 |
| Co-PACRR: A context-aware neural IR model for ad-hoc retrieval K Hui, A Yates, K Berberich, G De Melo Proceedings of the eleventh ACM international conference on web search and …, 2018 | 138 | 2018 |
| Scalor: Generative world models with scalable object representations J Jiang, S Janghorbani, G De Melo, S Ahn arXiv preprint arXiv:1910.02384, 2019 | 129 | 2019 |
| LINDA: distributed web-of-data-scale entity matching C Böhm, G De Melo, F Naumann, G Weikum Proceedings of the 21st ACM international conference on Information and …, 2012 | 123 | 2012 |
| Webchild 2.0: Fine-grained commonsense knowledge distillation N Tandon, G De Melo, G Weikum Proceedings of ACL 2017, System Demonstrations, 115-120, 2017 | 114 | 2017 |
| CAFE: Coarse-to-fine neural symbolic reasoning for explainable recommendation Y Xian, Z Fu, H Zhao, Y Ge, X Chen, Q Huang, S Geng, Z Qin, G De Melo, ... Proceedings of the 29th ACM International Conference on Information …, 2020 | 107 | 2020 |
| Commonsense knowledge in machine intelligence N Tandon, AS Varde, G de Melo ACM SIGMOD Record 46 (4), 49-52, 2018 | 107 | 2018 |
Gerhard WeikumProfessor of Computer Science, Max Planck Institute for Informatics, Saarland Informatics CampusVerified email at mpi-inf.mpg.de
