Arnetminer: extraction and mining of academic social networks J Tang, J Zhang, L Yao, J Li, L Zhang, Z Su Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008 | 2851 | 2008 |
Modeling relations and their mentions without labeled text S Riedel, L Yao, A McCallum Machine Learning and Knowledge Discovery in Databases: European Conference …, 2010 | 1651 | 2010 |
Relation extraction with matrix factorization and universal schemas S Riedel, L Yao, A McCallum, BM Marlin Proceedings of the 2013 conference of the North American chapter of the …, 2013 | 810 | 2013 |
Efficient methods for topic model inference on streaming document collections L Yao, D Mimno, A McCallum Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 572 | 2009 |
Structured relation discovery using generative models L Yao, A Haghighi, S Riedel, A McCallum proceedings of the 2011 conference on empirical methods in natural language …, 2011 | 232 | 2011 |
A combination approach to web user profiling J Tang, L Yao, D Zhang, J Zhang ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (1), 1-44, 2010 | 223 | 2010 |
Social network extraction of academic researchers J Tang, D Zhang, L Yao Seventh IEEE International Conference on Data Mining (ICDM 2007), 292-301, 2007 | 200 | 2007 |
Collective cross-document relation extraction without labelled data L Yao, S Riedel, A McCallum Proceedings of the 2010 Conference on Empirical Methods in Natural Language …, 2010 | 176 | 2010 |
Preface to ECML PKDD 2014: Joint European Conference on Machine Learning and Knowledge Discovery in Databases T Calders, F Esposito, E Hüllermeier, R Meo Springer 8724 (1, 2, 3), 111-749, 2014 | 161 | 2014 |
Machine learning and knowledge discovery in databases A Bifet, G Holmes, B Pfahringer Machine Learning and Knowledge Discovery in Databases, 135-150, 2010 | 139* | 2010 |
Multi-topic based query-oriented summarization J Tang, L Yao, D Chen Proceedings of the 2009 SIAM international conference on data mining, 1148-1159, 2009 | 128 | 2009 |
Unsupervised relation discovery with sense disambiguation L Yao, S Riedel, A McCallum Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012 | 87 | 2012 |
ArnetMiner: An Expertise Oriented Search System for Web Community. J Tang, J Zhang, D Zhang, L Yao, C Zhu, JZ Li Semantic Web Challenge, 2007 | 79 | 2007 |
Universal schema for entity type prediction L Yao, S Riedel, A McCallum Proceedings of the 2013 workshop on Automated knowledge base construction, 79-84, 2013 | 58 | 2013 |
A unified approach to researcher profiling L Yao, J Tang, J Li IEEE/WIC/ACM International Conference on Web Intelligence (WI'07), 359-366, 2007 | 33 | 2007 |
Probabilistic databases of universal schema L Yao, S Riedel, A McCallum Proceedings of the Joint Workshop on Automatic Knowledge Base Construction …, 2012 | 28 | 2012 |
Automatic semantic annotation using machine learning J Tang, D Zhang, L Yao, Y Li Machine Learning: Concepts, Methodologies, Tools and Applications, 535-578, 2012 | 11 | 2012 |
Query-focused summarization by combining topic model and affinity propagation D Chen, J Tang, L Yao, J Li, L Zhou Asia-Pacific Web Conference, 174-185, 2009 | 11 | 2009 |
Universal Schema for Slot Filling and Cold Start: UMass IESL at TACKBP 2013. S Singh, L Yao, D Belanger, A Kobren, S Anzaroot, M Wick, A Passos, ... TAC, 2013 | 10 | 2013 |
Constraint-driven rank-based learning for information extraction S Singh, L Yao, S Riedel, A McCallum Human Language Technologies: The 2010 Annual Conference of the North …, 2010 | 9 | 2010 |