Andrew McCallum

2025

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Bridging Personalization and Control in Scientific Personalized Search.
Sheshera Mysore|Garima Dhanania|Kishor Patil|Surya Kallumadi|Andrew McCallum|Hamed Zamani
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders.
Haw-Shiuan Chang|Nikhil Agarwal|Andrew McCallum
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

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Editable User Profiles for Controllable Text Recommendations.
Sheshera Mysore|Mahmood Jasim|Andrew McCallum|Hamed Zamani
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2021

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3rd Conference on Automated Knowledge Base Construction, AKBC 2021, Virtual, October 4-8, 2021.
Conference on Automated Knowledge Base Construction (AKBC) 2021

2020

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Conference on Automated Knowledge Base Construction, AKBC 2020, Virtual, June 22-24, 2020.
Conference on Automated Knowledge Base Construction (AKBC) 2020
doi dblp
A Simple Approach to Case-Based Reasoning in Knowledge Bases.
Rajarshi Das|Ameya Godbole|Shehzaad Dhuliawala|Manzil Zaheer|Andrew McCallum
Conference on Automated Knowledge Base Construction, AKBC 2020, Virtual, June 22-24, 2020.
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Representing Joint Hierarchies with Box Embeddings.
Dhruvesh Patel|Shib Sankar Dasgupta|Michael Boratko|Xiang Li|Luke Vilnis|Andrew McCallum
Conference on Automated Knowledge Base Construction, AKBC 2020, Virtual, June 22-24, 2020.
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Predicting Institution Hierarchies with Set-based Models.
Derek Tam|Nicholas Monath|Ari Kobren|Andrew McCallum
Conference on Automated Knowledge Base Construction, AKBC 2020, Virtual, June 22-24, 2020.
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Using BibTeX to Automatically Generate Labeled Data for Citation Field Extraction.
Dung Thai|Zhiyang Xu|Nicholas Monath|Boris Veytsman|Andrew McCallum
Conference on Automated Knowledge Base Construction, AKBC 2020, Virtual, June 22-24, 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.

2019

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Integrating User Feedback under Identity Uncertainty in Knowledge Base Construction.
Ari Kobren|Nicholas Monath|Andrew McCallum
1st Conference on Automated Knowledge Base Construction, AKBC 2019, Amherst, MA, USA, May 20-22, 2019

2017

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RelNet: End-to-end Modeling of Entities & Relations.
Trapit Bansal|Arvind Neelakantan|Andrew McCallum
6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017, Long Beach, California, USA, December 8, 2017
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Go for a Walk and Arrive at the Answer: Reasoning Over Knowledge Bases with Reinforcement Learning.
Rajarshi Das|Shehzaad Dhuliawala|Manzil Zaheer|Luke Vilnis|Ishan Durugkar|Akshay Krishnamurthy|Alex Smola|Andrew McCallum
6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017, Long Beach, California, USA, December 8, 2017
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Entity-centric Attribute Feedback for Interactive Knowledge Bases.
Ari Kobren|Nicholas Monath|Andrew McCallum
6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017, Long Beach, California, USA, December 8, 2017
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Finer Grained Entity Typing with TypeNet.
Shikhar Murty|Patrick Verga|Luke Vilnis|Andrew McCallum
6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017, Long Beach, California, USA, December 8, 2017
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Learning String Alignments for Entity Aliases.
Aaron Traylor|Nicholas Monath|Rajarshi Das|Andrew McCallum
6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017, Long Beach, California, USA, December 8, 2017
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Attending to All Mention Pairs for Full Abstract Biological Relation Extraction.
Patrick Verga|Emma Strubell|Ofer Shai|Andrew McCallum
6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017, Long Beach, California, USA, December 8, 2017

2016

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Incorporating Selectional Preferences in Multi-hop Relation Extraction.
Rajarshi Das|Arvind Neelakantan|David Belanger|Andrew McCallum
Proceedings of the 5th Workshop on Automated Knowledge Base Construction, AKBC@NAACL-HLT 2016, San Diego, CA, USA, June 17, 2016
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Call for Discussion: Building a New Standard Dataset for Relation Extraction Tasks.
Teresa Martin|Fiete Botschen|Ajay Nagesh|Andrew McCallum
Proceedings of the 5th Workshop on Automated Knowledge Base Construction, AKBC@NAACL-HLT 2016, San Diego, CA, USA, June 17, 2016
doi dblp
Row-less Universal Schema.
Patrick Verga|Andrew McCallum
Proceedings of the 5th Workshop on Automated Knowledge Base Construction, AKBC@NAACL-HLT 2016, San Diego, CA, USA, June 17, 2016

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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Joint inference of entities, relations, and coreference.
Sameer Singh|Sung Jeon Song|Sameer Singh|Sung Jeon Song|Yonghwan Kim|Sebastian Riedel|Brian Martin|Yonghwan Kim|Sebastian Riedel|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
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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
doi dblp
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
doi dblp
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

2012

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Monte Carlo MCMC: Efficient Inference by Sampling Factors.
Sameer Singh|Michael L. Wick|Andrew McCallum
Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, AKBC-WEKEX@NAACL-HLT 2012, Montrèal, Canada, June 7-8, 2012
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Human-Machine Cooperation: Supporting User Corrections to Automatically Constructed KBs.
Michael L. Wick|Karl Schultz|Andrew McCallum
Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, AKBC-WEKEX@NAACL-HLT 2012, Montrèal, Canada, June 7-8, 2012
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Probabilistic Databases of Universal Schema.
Limin Yao|Sebastian Riedel|Andrew McCallum
Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, AKBC-WEKEX@NAACL-HLT 2012, Montrèal, Canada, June 7-8, 2012
doi dblp
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

doi dblp
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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Information extraction from research papers using conditional random fields.
Fuchun Peng|Andrew McCallum
Information Processing and Management 2006 Volume 42 Issue 4
doi dblp
Table extraction for answer retrieval.
Xing Wei|W. Bruce Croft|Andrew McCallum
Discover Computing 2006 Volume 9 Issue 5

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
doi dblp
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
doi dblp
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
SIGIR Forum 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

doi dblp
Automating the Construction of Internet Portals with Machine Learning.
Andrew Kachites McCallum|Kamal Nigam|Jason Rennie|Kristie Seymore
Discover Computing 2000 Volume 3 Issue 2

1998

doi dblp
Distributional Clustering of Words for Text Classification.
L. Douglas Baker|Andrew Kachites 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