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Gerard de Melo
Gerard de Melo
Professor at Hasso Plattner Institute / University of Potsdam
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Knowledge graphs
A Hogan, E Blomqvist, M Cochez, C d’Amato, GD Melo, C Gutierrez, ...
ACM Computing Surveys (Csur) 54 (4), 1-37, 2021
2301*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
14312022
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
6822016
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
5952019
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
4742011
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
2902018
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
2612020
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
2492022
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
1972014
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
1932017
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
1862009
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
1532018
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
1452018
MENTA: Inducing multilingual taxonomies from Wikipedia
G De Melo, G Weikum
Proceedings of the 19th ACM international conference on Information and …, 2010
1392010
Scalor: Generative world models with scalable object representations
J Jiang, S Janghorbani, G De Melo, S Ahn
arXiv preprint arXiv:1910.02384, 2019
1382019
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
1382012
Large language models and knowledge graphs: Opportunities and challenges
JZ Pan, S Razniewski, JC Kalo, S Singhania, J Chen, S Dietze, H Jabeen, ...
arXiv preprint arXiv:2308.06374, 2023
1342023
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
1242012
Commonsense knowledge in machine intelligence
N Tandon, AS Varde, G de Melo
ACM SIGMOD Record 46 (4), 49-52, 2018
1202018
Webchild 2.0: Fine-grained commonsense knowledge distillation
N Tandon, G De Melo, G Weikum
Proceedings of ACL 2017, system demonstrations, 115-120, 2017
1192017
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Artikelen 1–20