dblp.uni-trier.de Andrew McCallum List of publications from the DBLP Bibliography Server - FAQ ________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________ Coauthor Index - Ask others: ACM DL/Guide - CiteSeer - CSB - Google - MSN - Yahoo ________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________ Home Page 2006 51 Andrew McCallum, Chris Pal, Greg Druck, Xuerui Wang: Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification. AAAI 2006 50 EE Wei Li, Andrew McCallum: Pachinko allocation: DAG-structured mixture models of topic correlations. ICML 2006: 577-584 49 EE B. Michael Kelm, Chris Pal, Andrew McCallum: Combining Generative and Discriminative Methods for Pixel Classification with Multi-Conditional Learning. ICPR (2) 2006: 828-832 48 EE Gideon S. Mann, David M. Mimno, Andrew McCallum: Bibliometric impact measures leveraging topic analysis. JCDL 2006: 65-74 47 EE Xuerui Wang, Andrew McCallum: Topics over time: a non-Markov continuous-time model of topical trends. KDD 2006: 424-433 46 EE Andrew McCallum: Information extraction, data mining and joint inference. KDD 2006: 835 45 EE Fuchun Peng, Andrew McCallum: Information extraction from research papers using conditional random fields. Inf. Process. Manage. 42(4): 963-979 (2006) 2005 44 Aron Culotta, Andrew McCallum: Reducing Labeling Effort for Structured Prediction Tasks. AAAI 2005: 746-751 43 Wei Li, Andrew McCallum: Semi-Supervised Sequence Modeling with Syntactic Topic Models. AAAI 2005: 813-818 42 EE Nadia Ghamrawi, Andrew McCallum: Collective multi-label classification. CIKM 2005: 195-200 41 EE Aron Culotta, Andrew McCallum: Joint deduplication of multiple record types in relational data. CIKM 2005: 257-258 40 EE Ron Bekkerman, Ran El-Yaniv, Andrew McCallum: Multi-way distributional clustering via pairwise interactions. ICML 2005: 41-48 39 EE Andrew McCallum, Andrés Corrada-Emmanuel, Xuerui Wang: Topic and Role Discovery in Social Networks. IJCAI 2005: 786-791 38 EE Xuerui Wang, Natasha Mohanty, Andrew McCallum: Group and Topic Discovery from Relations and Their Attributes. NIPS 2005 37 EE Ron Bekkerman, Andrew McCallum: Disambiguating Web appearances of people in a social network. WWW 2005: 463-470 36 EE Andrew McCallum: Information extraction: distilling structured data from unstructured text. ACM Queue 3(9): 48-57 (2005) 2004 35 Trausti T. Kristjansson, Aron Culotta, Paul A. Viola, Andrew McCallum: Interactive Information Extraction with Constrained Conditional Random Fields. AAAI 2004: 412-418 34 EE Aron Culotta, Ron Bekkerman, Andrew McCallum: Extracting social networks and contact information from email and the Web. CEAS 2004 33 EE Fuchun Peng, Andrew McCallum: Accurate Information Extraction from Research Papers using Conditional Random Fields. HLT-NAACL 2004: 329-336 32 EE Charles A. Sutton, Khashayar Rohanimanesh, Andrew McCallum: Dynamic conditional random fields: factorized probabilistic models for labeling and segmenting sequence data. ICML 2004 31 EE Andrew McCallum, Ben Wellner: Conditional Models of Identity Uncertainty with Application to Noun Coreference. NIPS 2004 2003 30 EE David Pinto, Andrew McCallum, Xing Wei, W. Bruce Croft: Table Extraction Using Conditional Random Fields. DG.O 2003 29 EE Andrew McCallum, Ben Wellner: Toward Conditional Models of Identity Uncertainty with Application to Proper Noun Coreference. IIWeb 2003: 79-84 28 EE Rajat Raina, Yirong Shen, Andrew Y. Ng, Andrew McCallum: Classification with Hybrid Generative/Discriminative Models. NIPS 2003 27 EE David Pinto, Andrew McCallum, Xing Wei, W. Bruce Croft: Table extraction using conditional random fields. SIGIR 2003: 235-242 26 Andrew McCallum: Efficiently Inducing Features of Conditional Random Fields. UAI 2003: 403-410 25 EE Wei 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) 24 EE James 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, Rich 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 23 David M. Blei, J. Andrew Bagnell, Andrew McCallum: Learning with Scope, with Application to Information Extraction and Classification. UAI 2002: 53-60 2001 22 John D. Lafferty, Andrew McCallum, Fernando C. N. Pereira: Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. ICML 2001: 282-289 21 Nicholas Roy, Andrew McCallum: Toward Optimal Active Learning through Sampling Estimation of Error Reduction. ICML 2001: 441-448 2000 20 Dayne Freitag, Andrew McCallum: Information Extraction with HMM Structures Learned by Stochastic Optimization. AAAI/IAAI 2000: 584-589 19 Huan Chang, David Cohn, Andrew McCallum: Learning to Create Customized Authority Lists. ICML 2000: 127-134 18 Andrew McCallum, Dayne Freitag, Fernando C. N. Pereira: Maximum Entropy Markov Models for Information Extraction and Segmentation. ICML 2000: 591-598 17 EE Andrew McCallum, Kamal Nigam, Lyle H. Ungar: Efficient clustering of high-dimensional data sets with application to reference matching. KDD 2000: 169-178 16 EE Mark 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) 15 William W. Cohen, Andrew McCallum, Dallan Quass: Learning to Understand the Web. IEEE Data Eng. Bull. 23(3): 17-24 (2000) 14 Andrew McCallum, Kamal Nigam, Jason Rennie, Kristie Seymore: Automating the Construction of Internet Portals with Machine Learning. Inf. Retr. 3(2): 127-163 (2000) 13 Kamal 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 12 Jason Rennie, Andrew McCallum: Using Reinforcement Learning to Spider the Web Efficiently. ICML 1999: 335-343 11 Andrew McCallum, Kamal Nigam, Jason Rennie, Kristie Seymore: A Machine Learning Approach to Building Domain-Specific Search Engines. IJCAI 1999: 662-667 1998 10 Mark 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 9 Kamal Nigam, Andrew McCallum, Sebastian Thrun, Tom M. Mitchell: Learning to Classify Text from Labeled and Unlabeled Documents. AAAI/IAAI 1998: 792-799 8 Andrew McCallum, Kamal Nigam: Employing EM and Pool-Based Active Learning for Text Classification. ICML 1998: 350-358 7 Andrew McCallum, Ronald Rosenfeld, Tom M. Mitchell, Andrew Y. Ng: Improving Text Classification by Shrinkage in a Hierarchy of Classes. ICML 1998: 359-367 6 EE L. Douglas Baker, Andrew McCallum: Distributional Clustering of Words for Text Classification. SIGIR 1998: 96-103 1995 5 Andrew McCallum: Instance-Based Utile Distinctions for Reinforcement Learning with Hidden State. ICML 1995: 387-395 1994 4 EE Andrew McCallum: Instance-Based State Identification for Reinforcement Learning. NIPS 1994: 377-384 1993 3 Andrew McCallum: Overcoming Incomplete Perception with Util Distinction Memory. ICML 1993: 190-196 1992 2 Andrew McCallum: Using Transitional Proximity for Faster Reinforcement Learning. ML 1992: 316-321 1990 1 Andrew McCallum, Kent A. Spackman: Using Genetic Algorithms to Learn Disjunctive Rules from Examples. ML 1990: 149-152 Coauthor Index 1 James Allan [24] 2 Jay Aslam [24] 3 J. Andrew Bagnell [23] 4 L. Douglas Baker [6] 5 Ron Bekkerman [34] [37] [40] 6 Nicholas J. Belkin [24] 7 David M. Blei [23] 8 Chris Buckley [24] 9 James P. Callan (Jamie Callan) [24] 10 Huan Chang [19] 11 William W. Cohen [15] 12 David Cohn [19] 13 Andrés Corrada-Emmanuel [39] 14 Mark Craven [10] [16] 15 W. Bruce Croft [24] [27] [30] 16 Aron Culotta [34] [35] [41] [44] 17 Dan DiPasquo [10] [16] 18 Greg Druck [51] 19 Susan T. Dumais [24] 20 Ran El-Yaniv [40] 21 Dayne Freitag [10] [16] [18] [20] 22 Norbert Fuhr [24] 23 Nadia Ghamrawi [42] 24 Donna Harman [24] 25 David J. Harper [24] 26 Djoerd Hiemstra [24] 27 Thomas Hofmann [24] 28 Eduard H. Hovy [24] 29 B. Michael Kelm [49] 30 Wessel Kraaij [24] 31 Trausti T. Kristjansson [35] 32 John D. Lafferty [22] [24] 33 Victor Lavrenko [24] 34 David D. Lewis [24] 35 Wei Li [25] [43] [50] 36 Liz Liddy [24] 37 Raghavan Manmatha (R. Manmatha) [24] 38 Gideon S. Mann [48] 39 David M. Mimno [48] 40 Tom M. Mitchell [7] [9] [10] [13] [16] 41 Natasha Mohanty [38] 42 Andrew Y. Ng [7] [28] 43 Kamal Nigam [8] [9] [10] [11] [13] [14] [16] [17] 44 Chris Pal [49] [51] 45 Fuchun Peng [33] [45] 46 Fernando C. N. Pereira [18] [22] 47 David Pinto [27] [30] 48 Jay M. Ponte [24] 49 John M. Prager [24] 50 Dallan Quass [15] 51 Dragomir R. Radev [24] 52 Rajat Raina [28] 53 Jason Rennie [11] [12] [14] 54 Philip Resnik [24] 55 Stephen E. Robertson [24] 56 Khashayar Rohanimanesh [32] 57 Ronald Rosenfeld (Roni Rosenfeld) [7] [24] 58 Salim Roukos [24] 59 Nicholas Roy [21] 60 Mark Sanderson [24] 61 Rich Schwartz [24] 62 Kristie Seymore [11] [14] 63 Yirong Shen [28] 64 Amit Singhal [24] 65 Seán Slattery [10] [16] 66 Alan F. Smeaton [24] 67 Kent A. Spackman [1] 68 Charles A. Sutton [32] 69 Sebastian Thrun [9] [13] 70 Howard R. Turtle [24] 71 Lyle H. Ungar [17] 72 Paul A. Viola [35] 73 Ellen M. Voorhees [24] 74 Xuerui Wang [38] [39] [47] [51] 75 Xing Wei [27] [30] 76 Ralph M. Weischedel [24] 77 Ben Wellner [29] [31] 78 Jinxi Xu [24] 79 ChengXiang Zhai (Chengxiang Zhai) [24] Colors in the list of coauthors ________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________ DBLP: [Home | Search: Author, Title | Conferences | Journals] Michael Ley (ley@uni-trier.de) Fri Oct 6 12:59:39 2006