| 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 | 1311 | 2008 |
| Modeling relations and their mentions without labeled text S Riedel, L Yao, A McCallum Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010 | 596 | 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 | 430 | 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 | 415 | 2009 |
| Social network extraction of academic researchers J Tang, D Zhang, L Yao Seventh IEEE International Conference on Data Mining (ICDM 2007), 292-301, 2007 | 169 | 2007 |
| 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), 2, 2010 | 153 | 2010 |
| Structured relation discovery using generative models L Yao, A Haghighi, S Riedel, A McCallum Proceedings of the Conference on Empirical Methods in Natural Language …, 2011 | 138 | 2011 |
| 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 | 122 | 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 | 104 | 2009 |
| Extraction and mining of an academic social network J Tang, J Zhang, L Yao, J Li Proceedings of the 17th international conference on World Wide Web, 1193-1194, 2008 | 67 | 2008 |
| 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 | 63 | 2007 |
| Unsupervised relation discovery with sense disambiguation L Yao, S Riedel, A McCallum Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012 | 53 | 2012 |
| 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 | 35 | 2013 |
| A unified approach to researcher profiling L Yao, J Tang, J Li Proceedings of the ieee/wic/acm international conference on web intelligence …, 2007 | 28 | 2007 |
| Probabilistic databases of universal schema L Yao, S Riedel, A McCallum Proceedings of the Joint Workshop on Automatic Knowledge Base Construction …, 2012 | 23 | 2012 |
| Query-focused summarization by combining topic model and affinity propagation D Chen, J Tang, L Yao, J Li, L Zhou Advances in Data and Web Management, 174-185, 2009 | 10 | 2009 |
| 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 | 8 | 2010 |
| 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 | 5 | 2013 |
| Automatic Semantic Annotation Using Machine Learning J Tang, D Zhang, L Yao, Y Li Machine Learning: Concepts, Methodologies, Tools and Applications, 535-578, 2012 | 5 | 2012 |
| Improving chinese chunking with enriched statistical and morphological knowledge L Yao, M Li, C Huang 2007 International Conference on Natural Language Processing and Knowledge …, 2007 | 3 | 2007 |
Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
