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Andrew McCallum Home Page Coauthor index pubzone.org

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123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastian Riedel, David A. Smith, Andrew McCallum: Inference by Minimizing Size, Divergence, or their Sum CoRR abs/1203.3511: (2012)
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKedar Bellare, Gregory Druck, Andrew McCallum: Alternating Projections for Learning with Expectation Constraints CoRR abs/1205.2660: (2012)
2011
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSameer Singh, Amarnag Subramanya, Fernando C. N. Pereira, Andrew McCallum: Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models. ACL 2011: 793-803
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGregory Druck, Andrew McCallum: Toward interactive training and evaluation. CIKM 2011: 947-956
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastian Riedel, Andrew McCallum: Fast and Robust Joint Models for Biomedical Event Extraction. EMNLP 2011: 1-12
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLimin Yao, Aria Haghighi, Sebastian Riedel, Andrew McCallum: Structured Relation Discovery using Generative Models. EMNLP 2011: 1456-1466
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. Mimno, Hanna M. Wallach, Edmund M. Talley, Miriam Leenders, Andrew McCallum: Optimizing Semantic Coherence in Topic Models. EMNLP 2011: 262-272
116no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael L. Wick, Khashayar Rohanimanesh, Kedar Bellare, Aron Culotta, Andrew McCallum: SampleRank: Training Factor Graphs with Atomic Gradients. ICML 2011: 777-784
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael L. Wick, Andrew McCallum: Query-Aware MCMC. NIPS 2011: 2564-2572
2010
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastian Riedel, Limin Yao, Andrew McCallum: Modeling Relations and Their Mentions without Labeled Text. ECML/PKDD (3) 2010: 148-163
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLimin Yao, Sebastian Riedel, Andrew McCallum: Collective Cross-Document Relation Extraction Without Labelled Data. EMNLP 2010: 1013-1023
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSameer Singh, Limin Yao, Sebastian Riedel, Andrew McCallum: Constraint-Driven Rank-Based Learning for Information Extraction. HLT-NAACL 2010: 729-732
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGregory Druck, Andrew McCallum: High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models. ICML 2010: 319-326
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPallika Kanani, Andrew McCallum, Shaohan Hu: Resource-Bounded Information Extraction: Acquiring Missing Feature Values on Demand. PAKDD (1) 2010: 415-427
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastian Riedel, David A. Smith, Andrew McCallum: Inference by Minimizing Size, Divergence, or their Sum. UAI 2010: 492-499
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael L. Wick, Andrew McCallum, Gerome Miklau: Scalable Probabilistic Databases with Factor Graphs and MCMC CoRR abs/1005.1934: (2010)
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSameer Singh, Michael L. Wick, Andrew McCallum: Distantly Labeling Data for Large Scale Cross-Document Coreference CoRR abs/1005.4298: (2010)
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGideon S. Mann, Andrew McCallum: Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data. Journal of Machine Learning Research 11: 955-984 (2010)
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael L. Wick, Andrew McCallum, Gerome Miklau: Scalable Probabilistic Databases with Factor Graphs and MCMC. PVLDB 3(1): 794-804 (2010)
2009
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHaizheng Zhang, Myra Spiliopoulou, Bamshad Mobasher, C. Lee Giles, Andrew McCallum, Olfa Nasraoui, Jaideep Srivastava, John Yen: Advances in Web Mining and Web Usage Analysis, 9th International Workshop on Knowledge Discovery on the Web, WebKDD 2007, and 1st International Workshop on Social Networks Analysis, SNA-KDD 2007, San Jose, CA, USA, August 12-15, 2007. Revised Papers Springer 2009
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGregory Druck, Gideon S. Mann, Andrew McCallum: Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria. ACL/AFNLP 2009: 360-368
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSameer Singh, Karl Schultz, Andrew McCallum: Bi-directional Joint Inference for Entity Resolution and Segmentation Using Imperatively-Defined Factor Graphs. ECML/PKDD (2) 2009: 414-429
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKedar Bellare, Andrew McCallum: Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment. EMNLP 2009: 131-140
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGregory Druck, Burr Settles, Andrew McCallum: Active Learning by Labeling Features. EMNLP 2009: 81-90
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. Mimno, Hanna M. Wallach, Jason Naradowsky, David A. Smith, Andrew McCallum: Polylingual Topic Models. EMNLP 2009: 880-889
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLimin Yao, David M. Mimno, Andrew McCallum: Efficient methods for topic model inference on streaming document collections. KDD 2009: 937-946
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Karl Schultz, Sameer Singh: FACTORIE: Probabilistic Programming via Imperatively Defined Factor Graphs. NIPS 2009: 1249-1257
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanna M. Wallach, David M. Mimno, Andrew McCallum: Rethinking LDA: Why Priors Matter. NIPS 2009: 1973-1981
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael L. Wick, Khashayar Rohanimanesh, Sameer Singh, Andrew McCallum: Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference. NIPS 2009: 2044-2052
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael L. Wick, Aron Culotta, Khashayar Rohanimanesh, Andrew McCallum: An Entity Based Model for Coreference Resolution. SDM 2009: 365-376
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKedar Bellare, Gregory Druck, Andrew McCallum: Alternating Projections for Learning with Expectation Constraints. UAI 2009: 43-50
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharles A. Sutton, Andrew McCallum: Piecewise training for structured prediction. Machine Learning 77(2-3): 165-194 (2009)
2008
91no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilliam W. Cohen, Andrew McCallum, Sam T. Roweis: Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008 ACM 2008
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGideon S. Mann, Andrew McCallum: Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields. ACL 2008: 870-878
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert Hall, Charles A. Sutton, Andrew McCallum: Unsupervised deduplication using cross-field dependencies. KDD 2008: 310-317
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael L. Wick, Khashayar Rohanimanesh, Karl Schultz, Andrew McCallum: A unified approach for schema matching, coreference and canonicalization. KDD 2008: 722-730
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael L. Wick, Khashayar Rohanimanesh, Andrew McCallum, AnHai Doan: A Discriminative Approach to Ontology Mapping. NTII 2008: 16-19
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGregory Druck, Gideon S. Mann, Andrew McCallum: Learning from labeled features using generalized expectation criteria. SIGIR 2008: 595-602
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. Mimno, Andrew McCallum: Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression. UAI 2008: 411-418
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRebecca Reznik-Zellen, Bob Stevens, Michael Thorn, Jeff Morse, Mark D. Smucker, James Allan, David M. Mimno, Andrew McCallum, Mark Tuominen: InterNano: e-Science for the Nanomanufacturing Community. eScience 2008: 382-383
2007
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPallika Kanani, Andrew McCallum: Resource-Bounded Information Gathering for Correlation Clustering. COLT 2007: 625-627
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAron Culotta, Michael L. Wick, Andrew McCallum: First-Order Probabilistic Models for Coreference Resolution. HLT-NAACL 2007: 81-88
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGideon S. Mann, Andrew McCallum: Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields. HLT-NAACL (Short Papers) 2007: 109-112
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVidit Jain, Erik G. Learned-Miller, Andrew McCallum: People-LDA: Anchoring Topics to People using Face Recognition. ICCV 2007: 1-8
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGary B. Huang, Erik G. Learned-Miller, Andrew McCallum: Cryptogram Decoding for OCR Using Numerization Strings. ICDAR 2007: 208-212
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuerui Wang, Andrew McCallum, Xing Wei: Topical N-Grams: Phrase and Topic Discovery, with an Application to Information Retrieval. ICDM 2007: 697-702
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGideon S. Mann, Andrew McCallum: Simple, robust, scalable semi-supervised learning via expectation regularization. ICML 2007: 593-600
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. Mimno, Wei Li, Andrew McCallum: Mixtures of hierarchical topics with Pachinko allocation. ICML 2007: 633-640
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharles A. Sutton, Andrew McCallum: Piecewise pseudolikelihood for efficient training of conditional random fields. ICML 2007: 863-870
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPallika Kanani, Andrew McCallum, Chris Pal: Improving Author Coreference by Resource-Bounded Information Gathering from the Web. IJCAI 2007: 429-434
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. Mimno, Andrew McCallum: Mining a digital library for influential authors. JCDL 2007: 105-106
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. Mimno, Andrew McCallum: Organizing the OCA: learning faceted subjects from a library of digital books. JCDL 2007: 376-385
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAron Culotta, Michael L. Wick, Robert Hall, Matthew Marzilli, Andrew McCallum: Canonicalization of database records using adaptive similarity measures. KDD 2007: 201-209
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGregory Druck, Chris Pal, Andrew McCallum, Xiaojin Zhu: Semi-supervised classification with hybrid generative/discriminative methods. KDD 2007: 280-289
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. Mimno, Andrew McCallum: Expertise modeling for matching papers with reviewers. KDD 2007: 500-509
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuerui Wang, Chris Pal, Andrew McCallum: Generalized component analysis for text with heterogeneous attributes. KDD 2007: 794-803
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Li, David M. Blei, Andrew McCallum: Nonparametric Bayes Pachinko Allocation. UAI 2007: 243-250
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharles A. Sutton, Andrew McCallum: Improved Dynamic Schedules for Belief Propagation. UAI 2007: 376-383
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Xuerui Wang, Andrés Corrada-Emmanuel: Topic and Role Discovery in Social Networks with Experiments on Enron and Academic Email. J. Artif. Intell. Res. (JAIR) 30: 249-272 (2007)
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharles A. Sutton, Andrew McCallum, Khashayar Rohanimanesh: Dynamic Conditional Random Fields: Factorized Probabilistic Models for Labeling and Segmenting Sequence Data. Journal of Machine Learning Research 8: 693-723 (2007)
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHaizheng Zhang, John Yen, C. Lee Giles, Bamshad Mobasher, Myra Spiliopoulou, Jaideep Srivastava, Olfa Nasraoui, Andrew McCallum: WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. SIGKDD Explorations 9(2): 87-92 (2007)
2006
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Chris Pal, Gregory Druck, Xuerui Wang: Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification. AAAI 2006: 433-439
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShaolei Feng, R. Manmatha, Andrew McCallum: Exploring the Use of Conditional Random Field Models and HMMs for Historical Handwritten Document Recognition. DIAL 2006: 30-37
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael L. Wick, Aron Culotta, Andrew McCallum: Learning Field Compatibilities to Extract Database Records from Unstructured Text. EMNLP 2006: 603-611
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAron Culotta, Andrew McCallum, Jonathan Betz: Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text. HLT-NAACL 2006
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharles A. Sutton, Michael Sindelar, Andrew McCallum: Reducing Weight Undertraining in Structured Discriminative Learning. HLT-NAACL 2006
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Li, Andrew McCallum: Pachinko allocation: DAG-structured mixture models of topic correlations. ICML 2006: 577-584
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLB. Michael Kelm, Chris Pal, Andrew McCallum: Combining Generative and Discriminative Methods for Pixel Classification with Multi-Conditional Learning. ICPR (2) 2006: 828-832
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGideon S. Mann, David M. Mimno, Andrew McCallum: Bibliometric impact measures leveraging topic analysis. JCDL 2006: 65-74
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuerui Wang, Andrew McCallum: Topics over time: a non-Markov continuous-time model of topical trends. KDD 2006: 424-433
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum: Information extraction, data mining and joint inference. KDD 2006: 835
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAron Culotta, Trausti T. Kristjansson, Andrew McCallum, Paul A. Viola: Corrective feedback and persistent learning for information extraction. Artif. Intell. 170(14-15): 1101-1122 (2006)
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFuchun Peng, Andrew McCallum: Information extraction from research papers using conditional random fields. Inf. Process. Manage. 42(4): 963-979 (2006)
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXing Wei, W. Bruce Croft, Andrew McCallum: Table extraction for answer retrieval. Inf. Retr. 9(5): 589-611 (2006)
2005
49no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAron Culotta, Andrew McCallum: Reducing Labeling Effort for Structured Prediction Tasks. AAAI 2005: 746-751
48no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Li, Andrew McCallum: Semi-Supervised Sequence Modeling with Syntactic Topic Models. AAAI 2005: 813-818
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNadia Ghamrawi, Andrew McCallum: Collective multi-label classification. CIKM 2005: 195-200
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAron Culotta, Andrew McCallum: Joint deduplication of multiple record types in relational data. CIKM 2005: 257-258
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharles A. Sutton, Andrew McCallum: Composition of Conditional Random Fields for Transfer Learning. HLT/EMNLP 2005
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRon Bekkerman, Ran El-Yaniv, Andrew McCallum: Multi-way distributional clustering via pairwise interactions. ICML 2005: 41-48
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Andrés Corrada-Emmanuel, Xuerui Wang: Topic and Role Discovery in Social Networks. IJCAI 2005: 786-791
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu Gu, Andrew McCallum, Donald F. Towsley: Detecting Anomalies in Network Traffic Using Maximum Entropy Estimation. Internet Measurment Conference 2005: 345-350
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuerui Wang, Natasha Mohanty, Andrew McCallum: Group and Topic Discovery from Relations and Their Attributes. NIPS 2005
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Kedar Bellare, Fernando C. N. Pereira: A Conditional Random Field for Discriminatively-trained Finite-state String Edit Distance. UAI 2005: 388-395
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharles A. Sutton, Andrew McCallum: Piecewise Training for Undirected Models. UAI 2005: 568-575
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRon Bekkerman, Andrew McCallum: Disambiguating Web appearances of people in a social network. WWW 2005: 463-470
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum: Information extraction: distilling structured data from unstructured text. ACM Queue 3(9): 48-57 (2005)
2004
36no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTrausti T. Kristjansson, Aron Culotta, Paul A. Viola, Andrew McCallum: Interactive Information Extraction with Constrained Conditional Random Fields. AAAI 2004: 412-418
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAron Culotta, Ron Bekkerman, Andrew McCallum: Extracting social networks and contact information from email and the Web. CEAS 2004
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFuchun Peng, Andrew McCallum: Accurate Information Extraction from Research Papers using Conditional Random Fields. HLT-NAACL 2004: 329-336
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharles A. Sutton, Khashayar Rohanimanesh, Andrew McCallum: Dynamic conditional random fields: factorized probabilistic models for labeling and segmenting sequence data. ICML 2004
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Ben Wellner: Conditional Models of Identity Uncertainty with Application to Noun Coreference. NIPS 2004
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBen Wellner, Andrew McCallum, Fuchun Peng, Michael Hay: An Integrated, Conditional Model of Information Extraction and Coreference with Appli. UAI 2004: 593-601
2003
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Pinto, Andrew McCallum, Xing Wei, W. Bruce Croft: Table Extraction Using Conditional Random Fields. DG.O 2003
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Ben Wellner: Toward Conditional Models of Identity Uncertainty with Application to Proper Noun Coreference. IIWeb 2003: 79-84
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRajat Raina, Yirong Shen, Andrew Y. Ng, Andrew McCallum: Classification with Hybrid Generative/Discriminative Models. NIPS 2003
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Pinto, Andrew McCallum, Xing Wei, W. Bruce Croft: Table extraction using conditional random fields. SIGIR 2003: 235-242
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum: Efficiently Inducing Features of Conditional Random Fields. UAI 2003: 403-410
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Li, Andrew McCallum: Rapid development of Hindi named entity recognition using conditional random fields and feature induction. ACM Trans. Asian Lang. Inf. Process. 2(3): 290-294 (2003)
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames Allan, Jay Aslam, Nicholas J. Belkin, Chris Buckley, James P. Callan, W. Bruce Croft, Susan T. Dumais, Norbert Fuhr, Donna Harman, David J. Harper, Djoerd Hiemstra, Thomas Hofmann, Eduard H. Hovy, Wessel Kraaij, John D. Lafferty, Victor Lavrenko, David D. Lewis, Liz Liddy, R. Manmatha, Andrew McCallum, Jay M. Ponte, John M. Prager, Dragomir R. Radev, Philip Resnik, Stephen E. Robertson, Ronald Rosenfeld, Salim Roukos, Mark Sanderson, Richard M. Schwartz, Amit Singhal, Alan F. Smeaton, Howard R. Turtle, Ellen M. Voorhees, Ralph M. Weischedel, Jinxi Xu, ChengXiang Zhai: Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. SIGIR Forum 37(1): 31-47 (2003)
2002
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. Blei, J. Andrew Bagnell, Andrew McCallum: Learning with Scope, with Application to Information Extraction and Classification. UAI 2002: 53-60
2001
22no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn D. Lafferty, Andrew McCallum, Fernando C. N. Pereira: Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. ICML 2001: 282-289
21no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Roy, Andrew McCallum: Toward Optimal Active Learning through Sampling Estimation of Error Reduction. ICML 2001: 441-448
2000
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDayne Freitag, Andrew McCallum: Information Extraction with HMM Structures Learned by Stochastic Optimization. AAAI/IAAI 2000: 584-589
19no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuan Chang, David Cohn, Andrew McCallum: Learning to Create Customized Authority Lists. ICML 2000: 127-134
18no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Dayne Freitag, Fernando C. N. Pereira: Maximum Entropy Markov Models for Information Extraction and Segmentation. ICML 2000: 591-598
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Kamal Nigam, Lyle H. Ungar: Efficient clustering of high-dimensional data sets with application to reference matching. KDD 2000: 169-178
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, Dan DiPasquo, Dayne Freitag, Andrew McCallum, Tom M. Mitchell, Kamal Nigam, Seán Slattery: Learning to construct knowledge bases from the World Wide Web. Artif. Intell. 118(1-2): 69-113 (2000)
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilliam W. Cohen, Andrew McCallum, Dallan Quass: Learning to Understand the Web. IEEE Data Eng. Bull. 23(3): 17-24 (2000)
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Kamal Nigam, Jason Rennie, Kristie Seymore: Automating the Construction of Internet Portals with Machine Learning. Inf. Retr. 3(2): 127-163 (2000)
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKamal Nigam, Andrew McCallum, Sebastian Thrun, Tom M. Mitchell: Text Classification from Labeled and Unlabeled Documents using EM. Machine Learning 39(2/3): 103-134 (2000)
1999
12no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Rennie, Andrew McCallum: Using Reinforcement Learning to Spider the Web Efficiently. ICML 1999: 335-343
11no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Kamal Nigam, Jason Rennie, Kristie Seymore: A Machine Learning Approach to Building Domain-Specific Search Engines. IJCAI 1999: 662-667
1998
10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, Dan DiPasquo, Dayne Freitag, Andrew McCallum, Tom M. Mitchell, Kamal Nigam, Seán Slattery: Learning to Extract Symbolic Knowledge from the World Wide Web. AAAI/IAAI 1998: 509-516
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKamal Nigam, Andrew McCallum, Sebastian Thrun, Tom M. Mitchell: Learning to Classify Text from Labeled and Unlabeled Documents. AAAI/IAAI 1998: 792-799
8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Kamal Nigam: Employing EM and Pool-Based Active Learning for Text Classification. ICML 1998: 350-358
7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Ronald Rosenfeld, Tom M. Mitchell, Andrew Y. Ng: Improving Text Classification by Shrinkage in a Hierarchy of Classes. ICML 1998: 359-367
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLL. Douglas Baker, Andrew McCallum: Distributional Clustering of Words for Text Classification. SIGIR 1998: 96-103
1995
5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum: Instance-Based Utile Distinctions for Reinforcement Learning with Hidden State. ICML 1995: 387-395
1994
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum: Instance-Based State Identification for Reinforcement Learning. NIPS 1994: 377-384
1993
3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum: Overcoming Incomplete Perception with Util Distinction Memory. ICML 1993: 190-196
1992
2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum: Using Transitional Proximity for Faster Reinforcement Learning. ML 1992: 316-321
1990
1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew McCallum, Kent A. Spackman: Using Genetic Algorithms to Learn Disjunctive Rules from Examples. ML 1990: 149-152

Coauthor Index

1James Allan [24] [84]
2Javed A. Aslam (Jay Aslam) [24]
3J. Andrew Bagnell (Drew Bagnell) [23]
4L. Douglas Baker [6]
5Ron Bekkerman [35] [38] [44]
6Nicholas J. Belkin [24]
7Kedar Bellare [40] [93] [101] [116] [122]
8Jonathan Betz [59]
9David M. Blei [23] [67]
10Chris Buckley [24]
11James P. Callan (Jamie Callan) [24]
12Huan Chang [19]
13William W. Cohen [15] [91]
14David Cohn [19]
15Andrés Corrada-Emmanuel (Andrés Corrada) [43] [65]
16Mark Craven [10] [16]
17W. Bruce Croft [24] [27] [30] [50]
18Aron Culotta [35] [36] [46] [49] [52] [59] [60] [71] [82] [94] [116]
19Dan DiPasquo [10] [16]
20AnHai Doan [87]
21Gregory Druck [62] [70] [86] [93] [100] [103] [111] [120] [122]
22Susan T. Dumais [24]
23Ran El-Yaniv [44]
24Shaolei Feng [61]
25Dayne Freitag [10] [16] [18] [20]
26Norbert Fuhr [24]
27Nadia Ghamrawi [47]
28C. Lee Giles (Clyde Lee Giles) [63] [104]
29Yu Gu [42]
30Aria Haghighi [118]
31Robert Hall [71] [89]
32Donna Harman [24]
33David J. Harper [24]
34Michael Hay [31]
35Djoerd Hiemstra [24]
36Thomas Hofmann [24]
37Eduard H. Hovy [24]
38Shaohan Hu [110]
39Gary B. Huang [79]
40Vidit Jain [80]
41Pallika Kanani [74] [83] [110]
42B. Michael Kelm [56]
43Wessel Kraaij [24]
44Trausti T. Kristjansson [36] [52]
45John D. Lafferty [22] [24]
46Victor Lavrenko [24]
47Erik G. Learned-Miller [79] [80]
48Miriam Leenders [117]
49David D. Lewis [24]
50Wei Li [67]
51Wei Li [25] [48] [57] [76]
52Elizabeth D. Liddy (Liz Liddy) [24]
53R. Manmatha (Raghavan Manmatha) [24] [61]
54Gideon S. Mann [55] [77] [81] [86] [90] [103] [106]
55Matthew Marzilli [71]
56Gerome Miklau [105] [108]
57David M. Mimno [55] [69] [72] [73] [76] [84] [85] [96] [98] [99] [117]
58Tom M. Mitchell [7] [9] [10] [13] [16]
59Bamshad Mobasher [63] [104]
60Natasha Mohanty [41]
61Jeff Morse [84]
62Jason Naradowsky [99]
63Olfa Nasraoui [63] [104]
64Andrew Y. Ng [7] [28]
65Kamal Nigam [8] [9] [10] [11] [13] [14] [16] [17]
66Christopher J. Pal (Chris Pal) [56] [62] [68] [70] [74]
67Fuchun Peng [31] [34] [51]
68Fernando C. N. Pereira [18] [22] [40] [121]
69David Pinto (David Pinto Avendaño, David Eduardo Pinto) [27] [30]
70Jay M. Ponte [24]
71John M. Prager [24]
72Dallan Quass [15]
73Dragomir R. Radev [24]
74Rajat Raina [28]
75Jason Rennie [11] [12] [14]
76Philip Resnik [24]
77Rebecca Reznik-Zellen [84]
78Sebastian Riedel [109] [112] [113] [114] [118] [119] [123]
79Stephen E. Robertson (Stephen Robertson) [24]
80Khashayar Rohanimanesh [33] [64] [87] [88] [94] [95] [116]
81Ronald Rosenfeld (Roni Rosenfeld) [7] [24]
82Salim Roukos [24]
83Sam T. Roweis [91]
84Nicholas Roy [21]
85Mark Sanderson [24]
86Karl Schultz [88] [97] [102]
87Richard M. Schwartz [24]
88Burr Settles [100]
89Kristie Seymore [11] [14]
90Yirong Shen [28]
91Michael Sindelar [58]
92Sameer Singh [95] [97] [102] [107] [112] [121]
93Amit Singhal [24]
94Seán Slattery [10] [16]
95Alan F. Smeaton [24]
96David A. Smith [99] [109] [123]
97Mark D. Smucker [84]
98Kent A. Spackman [1]
99Myra Spiliopoulou [63] [104]
100Jaideep Srivastava [63] [104]
101Bob Stevens [84]
102Amarnag Subramanya (Amar Subramanya) [121]
103Charles A. Sutton [33] [39] [45] [58] [64] [66] [75] [89] [92]
104Edmund M. Talley [117]
105Michael Thorn [84]
106Sebastian Thrun [9] [13]
107Donald F. Towsley (Don Towsley) [42]
108Mark Tuominen [84]
109Howard R. Turtle [24]
110Lyle H. Ungar [17]
111Paul A. Viola [36] [52]
112Ellen M. Voorhees [24]
113Hanna M. Wallach [96] [99] [117]
114Xuerui Wang [41] [43] [54] [62] [65] [68] [78]
115Xing Wei [27] [30] [50] [78]
116Ralph M. Weischedel [24]
117Ben Wellner (Benjamin Wellner) [29] [31] [32]
118Michael L. Wick [60] [71] [82] [87] [88] [94] [95] [105] [107] [108] [115] [116]
119Jinxi Xu [24]
120Limin Yao [98] [112] [113] [114] [118]
121John Yen [63] [104]
122ChengXiang Zhai (Chengxiang Zhai) [24]
123Haizheng Zhang [63] [104]
124Xiaojin Zhu (Xiaojin (Jerry) Zhu) [70]

Colors in the list of coauthors

Last update Mon Jun 4 20:40:43 2012 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page