Gerard de Melo

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Gerhard WeikumProfessor of Computer Science, Max Planck Institute for Informatics, Saarland Informatics CampusVerified email at mpi-inf.mpg.de
Zuohui FuRutgers UniversityVerified email at rutgers.edu
Niket TandonResearch Scientist, Allen Institute for AIVerified email at mpi-inf.mpg.de
Klaus BerberichProfessor of Computer Science, Saarbruecken University of Applied Sciences (htw saar)Verified email at htwsaar.de
Valeria de PaivaUniversity of BirminghamVerified email at cs.bham.ac.uk
Chuang GanMIT/MIT-IBM Watson AI LabVerified email at csail.mit.edu
Andrew YatesUniversity of AmsterdamVerified email at uva.nl
Katja HoseProfessor of Computer Science, Aalborg UniversityVerified email at cs.aau.dk
Alexandre RademakerIBM Research and EMAp/FGVVerified email at br.ibm.com
Fabian SuchanekProfessor at Télécom ParisTech, Paris, FranceVerified email at telecom-paristech.fr
Xiang LongBaiduVerified email at baidu.com
Xin DongRugers UniversityVerified email at rutgers.edu
Johannes HoffartChief Architect for Natural Language Processing and Knowledge Graphs at SAPVerified email at hoffart.ai
Mohit BansalProfessor, Computer Science, UNC Chapel HillVerified email at cs.unc.edu
Rebecca J. PassonneauDepartment of Computer Science and Engineering, Penn StateVerified email at cse.psu.edu
Felix NaumannHasso Plattner Institute, University of PotsdamVerified email at hpi.de
Martin SudaCzech Technical University in PragueVerified email at cvut.cz
Geoff SutcliffeDepartment of Computer Science, University of MiamiVerified email at cs.miami.edu
Adam PeaseOwner, Articulate SoftwareVerified email at articulatesoftware.com
Stefan SiersdorferL3S Research Center, GermanyVerified email at l3s.de

Gerard de Melo

Professor at Hasso Plattner Institute / University of Potsdam

Verified email at hpi.de - Homepage

Artificial Intelligence Natural Language Processing Web Mining


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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	466	2016
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	415	2011
Knowledge graphs A Hogan, E Blomqvist, M Cochez, C d'Amato, G Melo, C Gutierrez, ... Synthesis Lectures on Data, Semantics, and Knowledge 12 (2), 1-257, 2021	285	2021
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	203	2019
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	182	2018
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	177	2009
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	146	2014
MENTA: Inducing multilingual taxonomies from Wikipedia G De Melo, G Weikum Proceedings of the 19th ACM international conference on Information and …, 2010	133	2010
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	128	2017
Openwordnet-pt: An open brazilian wordnet for reasoning V Paiva, A Rademaker, G Melo COLING 2012, 2012	124	2012
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	113	2012
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	103	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	81	2020
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	77	2018
Video captioning with multi-faceted attention X Long, C Gan, G De Melo Transactions of the Association for Computational Linguistics 6, 173-184, 2018	76	2018
Concepts not alone: Exploring pairwise relationships for zero-shot video activity recognition C Gan, M Lin, Y Yang, G De Melo, AG Hauptmann Thirtieth AAAI conference on artificial intelligence, 2016	73	2016
Integrating yago into the suggested upper merged ontology G De Melo, F Suchanek, A Pease 2008 20th IEEE International Conference on Tools with Artificial …, 2008	71	2008
Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, and Antoine Zimmermann A Hogan, E Blomqvist, M Cochez, C d’Amato, G de Melo, C Gutierrez, ... Knowledge graphs 3, 2020	66	2020
Sentiment-aspect extraction based on restricted boltzmann machines L Wang, K Liu, Z Cao, J Zhao, G De Melo Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015	64	2015
Webchild 2.0: Fine-grained commonsense knowledge distillation N Tandon, G De Melo, G Weikum Proceedings of ACL 2017, System Demonstrations, 115-120, 2017	63	2017

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