2020

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Unsupervised Pre-training for Biomedical Question Answering
Vaishnavi Kommaraju | Karthick Gunasekaran | Kun Li | Trapit Bansal | Andrew McCallum | Ivana Williams | Ana-Maria Istrate
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020

2015

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Embedded Representations of Lexical and Knowledge-Base Semantics
Andrew McCallum
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, ICTIR 2015, Northampton, Massachusetts, USA, September 27-30, 2015

2013

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Universal schema for entity type prediction
Limin Yao | Sebastian Riedel | Andrew McCallum
Proceedings of the 2013 workshop on Automated knowledge base construction, AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013

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A joint model for discovering and linking entities
Michael L. Wick | Sameer Singh | Harshal Pandya | Andrew McCallum
Proceedings of the 2013 workshop on Automated knowledge base construction, AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013

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Assessing confidence of knowledge base content with an experimental study in entity resolution
Michael L. Wick | Sameer Singh | Ari Kobren | Andrew McCallum
Proceedings of the 2013 workshop on Automated knowledge base construction, AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013

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Joint inference of entities, relations, and coreference
Sameer Singh | Sebastian Riedel | Brian Martin | Jiaping Zheng | Andrew McCallum
Proceedings of the 2013 workshop on Automated knowledge base construction, AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013

2012

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Selecting actions for resource-bounded information extraction using reinforcement learning
Pallika H. Kanani | Andrew McCallum
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

2011

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Toward interactive training and evaluation
Gregory Druck | Andrew McCallum
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2008

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Learning from labeled features using generalized expectation criteria
Gregory Druck | Gideon S. Mann | Andrew McCallum
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

2006

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Table extraction for answer retrieval
Xing Wei | W. Bruce Croft | Andrew McCallum
2006 Volume 9 Issue 5

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Information extraction from research papers using conditional random fields
Fuchun Peng | Andrew McCallum
2006 Volume 42 Issue 4

2005

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Joint deduplication of multiple record types in relational data
Aron Culotta | Andrew McCallum
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Collective multi-label classification
Nadia Ghamrawi | Andrew McCallum
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Disambiguating Web appearances of people in a social network
Ron Bekkerman | Andrew McCallum
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005

2003

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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
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 | Richard M. Schwartz | Amit Singhal | Alan F. Smeaton | Howard R. Turtle | Ellen M. Voorhees | Ralph M. Weischedel | Jinxi Xu | ChengXiang Zhai
2003 Volume 37 Issue 1

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Table extraction using conditional random fields
David Pinto | Andrew McCallum | Xing Wei | W. Bruce Croft
SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28 - August 1, 2003, Toronto, Canada

2000

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Automating the Construction of Internet Portals with Machine Learning
Andrew McCallum | Kamal Nigam | Jason Rennie | Kristie Seymore
2000 Volume 3 Issue 2

1998

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Distributional Clustering of Words for Text Classification
L. Douglas Baker | Andrew McCallum
SIGIR '98: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, August 24-28 1998, Melbourne, Australia