Andrew McCallum - Concepedia

Author

Andrew McCallum

University of Massachusetts Amherst ORCID

Also Known As

A McCallum, A. McCallum, Andrew McCallum, Andrew Mccallum, Andrew R. McCallum, Goebel, Randy, McCallum, Andrew, Wang, Xuerui

134

Publications

9.8K

Citations

H-Index

Concepts

All Affiliations

University of Massachusetts Amherst Carnegie Mellon University Google (United States)

About

Andrew McCallum is an author at University of Massachusetts Amherst specializing in engineering, data science, and information retrieval.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	24	30	5.5K
2	Language Studies	12	13	2K
3	Management	5	5	455
4	Arts	2	2	563
5	Business	1	1	469

Andrew McCallum

Publications

9.6K

Citations

H-Index

Page 1

	Year	Citations
Optimizing Semantic Coherence in Topic Models David Mimno, Hanna Wallach, Edmund M. Talley, ScholarWorks@UMassAmherst (University of Massachusetts Amherst)	2011	1.2K
Topics over time Xuerui Wang, Andrew McCallum EngineeringCorpus LinguisticsJournalismText MiningAutomatic Summarization	2006	1.1K
Efficient clustering of high-dimensional data sets with application to reference matching Andrew McCallum, Kamal Nigam, Lyle Ungar Cluster ComputingEngineeringHigh-dimensional Data SetsPattern DiscoveryCombinatorial Data Analysis	2000	1.1K
Learning to extract symbolic knowledge from the World Wide Web Mark Craven, Dan DiPasquo, Dayne Freitag,	1998	676
Learning to construct knowledge bases from the World Wide Web Mark Craven, Dan DiPasquo, Dayne Freitag, Artificial Intelligence Natural Language ProcessingKnowledge BaseEngineeringInformation RetrievalData Science	2000	469
Topic and Role Discovery in Social Networks with Experiments on Enron and Academic Email Andrew McCallum, Xingyu Wang, Andrés Corrada-Emmanuel Journal of Artificial Intelligence Research EngineeringCommunicationSocial NetworkKnowledge DiffusionJournalism	2007	444
Efficient methods for topic model inference on streaming document collections Limin Yao, David Mimno, Andrew McCallum EngineeringStreaming AlgorithmTopic InferenceCorpus LinguisticsText Mining	2009	420
Topic and role discovery in social networks Andrew McCallum, Andrés Corrada-Emmanuel, Xuerui Wang Scholarworks (University of Massachusetts Amherst)	2005	291
<i>Ask the GRU</i> Trapit Bansal, David Belanger, Andrew McCallum EngineeringMachine LearningCorpus LinguisticsText MiningWord Embeddings	2016	281
Expertise modeling for matching papers with reviewers David Mimno, Andrew McCallum EngineeringCollaborative Information RetrievalApt Topic ModelIntelligent Information RetrievalCorpus Linguistics	2007	261

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