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Impact of Stop Sets on Stopping Active Learning for Text Classification


Jan 08, 2022
Luke Kurlandski, Michael Bloodgood

* 8 pages, 3 tables, 1 figure; to appear in Proceedings of the IEEE 16th International Conference on Semantic Computing (ICSC 2022) 

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Early Forecasting of Text Classification Accuracy and F-Measure with Active Learning


Jan 20, 2020
Thomas Orth, Michael Bloodgood

* 8 pages, 9 figures, 2 tables; to appear in Proceedings of the IEEE 14th International Conference on Semantic Computing (ICSC 2020), San Diego, California, 2020 

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The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification


Jan 26, 2019
Garrett Beatty, Ethan Kochis, Michael Bloodgood

* 8 pages, 4 figures, 3 tables; to appear in Proceedings of the IEEE 13th International Conference on Semantic Computing (ICSC 2019), Newport Beach, California, 2019 

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Stopping Active Learning based on Predicted Change of F Measure for Text Classification


Jan 26, 2019
Michael Altschuler, Michael Bloodgood

* 8 pages, 12 tables; to appear in Proceedings of the IEEE 13th International Conference on Semantic Computing (ICSC 2019), Newport Beach, California, 2019 

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Support Vector Machine Active Learning Algorithms with Query-by-Committee versus Closest-to-Hyperplane Selection


May 16, 2018
Michael Bloodgood

* In Proceedings of the 2018 IEEE 12th International Conference on Semantic Computing (ICSC), pages 148-155, Laguna Hills, CA, USA, January 2018. IEEE 
* 8 pages, 7 figures, 3 tables; published in Proceedings of the IEEE 12th International Conference on Semantic Computing (ICSC 2018), Laguna Hills, CA, USA, pages 148-155, January 2018 

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Impact of Batch Size on Stopping Active Learning for Text Classification


May 16, 2018
Garrett Beatty, Ethan Kochis, Michael Bloodgood

* In Proceedings of the 2018 IEEE 12th International Conference on Semantic Computing (ICSC), pages 306-307, Laguna Hills, CA, USA, January 2018. IEEE 
* 2 pages, 1 table; published in Proceedings of the IEEE 12th International Conference on Semantic Computing (ICSC 2018), Laguna Hills, CA, USA, pages 306-307, January 2018 

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Acquisition of Translation Lexicons for Historically Unwritten Languages via Bridging Loanwords


Aug 20, 2017
Michael Bloodgood, Benjamin Strauss

* In Proceedings of the 10th Workshop on Building and Using Comparable Corpora, pages 21-25, Vancouver, Canada, August 2017. Association for Computational Linguistics 
* 5 pages, 1 figure, 1 table; published in the Proceedings of the 10th Workshop on Building and Using Comparable Corpora, pages 21-25, Vancouver, Canada, August 2017 

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Using Global Constraints and Reranking to Improve Cognates Detection


Aug 19, 2017
Michael Bloodgood, Benjamin Strauss

* In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, pages 1983-1992, Vancouver, Canada, July 2017. Association for Computational Linguistics 
* 10 pages, 6 figures, 6 tables; published in the Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, pages 1983-1992, Vancouver, Canada, July 2017 

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Filtering Tweets for Social Unrest


Apr 01, 2017
Alan Mishler, Kevin Wonus, Wendy Chambers, Michael Bloodgood

* In Proceedings of the 2017 IEEE 11th International Conference on Semantic Computing (ICSC), pages 17-23, San Diego, CA, USA, January 2017. IEEE 
* 7 pages, 8 figures, 3 tables; published in Proceedings of the 2017 IEEE 11th International Conference on Semantic Computing (ICSC), San Diego, CA, USA, pages 17-23, January 2017 

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Data Cleaning for XML Electronic Dictionaries via Statistical Anomaly Detection


Apr 11, 2016
Michael Bloodgood, Benjamin Strauss

* In Proceedings of the 2016 IEEE Tenth International Conference on Semantic Computing (ICSC), pages 79-86, Laguna Hills, CA, USA, February 2016. IEEE 
* 8 pages, 4 figures, 5 tables; published in Proceedings of the 2016 IEEE Tenth International Conference on Semantic Computing (ICSC), Laguna Hills, CA, USA, pages 79-86, February 2016 

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Translation Memory Retrieval Methods


May 21, 2015
Michael Bloodgood, Benjamin Strauss

* In Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, pages 202-210, Gothenburg, Sweden, April 2014. Association for Computational Linguistics 
* 9 pages, 6 tables, 3 figures; appeared in Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, April 2014 

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Analysis of Stopping Active Learning based on Stabilizing Predictions


Apr 23, 2015
Michael Bloodgood, John Grothendieck

* In Proceedings of the Seventeenth Conference on Computational Natural Language Learning, pages 10-19, Sofia, Bulgaria, August 2013. Association for Computational Linguistics 
* 10 pages, 8 tables; appeared in Proceedings of the Seventeenth Conference on Computational Natural Language Learning, August 2013 

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Statistical modality tagging from rule-based annotations and crowdsourcing


Mar 04, 2015
Vinodkumar Prabhakaran, Michael Bloodgood, Mona Diab, Bonnie Dorr, Lori Levin, Christine D. Piatko, Owen Rambow, Benjamin Van Durme

* In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, pages 57-64, Jeju, Republic of Korea, July 2012. Association for Computational Linguistics 
* 8 pages, 6 tables; appeared in Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, July 2012; In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, pages 57-64, Jeju, Republic of Korea, July 2012. Association for Computational Linguistics 

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Use of Modality and Negation in Semantically-Informed Syntactic MT


Feb 05, 2015
Kathryn Baker, Michael Bloodgood, Bonnie J. Dorr, Chris Callison-Burch, Nathaniel W. Filardo, Christine Piatko, Lori Levin, Scott Miller

* Computational Linguistics, 38(2):411-438, 2012 
* 28 pages, 13 figures, 2 tables; appeared in Computational Linguistics, 38(2):411-438, 2012 

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Annotating Cognates and Etymological Origin in Turkic Languages


Jan 13, 2015
Benjamin S. Mericli, Michael Bloodgood

* In Proceedings of the First Workshop on Language Resources and Technologies for Turkic Languages at LREC'12, pages 47-51, Istanbul, Turkey, May 2012. European Language Resources Association 
* 5 pages, 8 tables; appeared in Proceedings of the First Workshop on Language Resources and Technologies for Turkic Languages at the Eighth International Conference on Language Resources and Evaluation (LREC'12), pages 47-51, Istanbul, Turkey, May 2012. European Language Resources Association 

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Rapid Adaptation of POS Tagging for Domain Specific Uses


Oct 31, 2014
John E. Miller, Michael Bloodgood, Manabu Torii, K. Vijay-Shanker

* In Proceedings of the HLT-NAACL BioNLP Workshop on Linking Natural Language and Biology, pages 118-119, New York, New York, June 2006. Association for Computational Linguistics 
* 2 pages, 2 tables; appeared in Proceedings of the HLT-NAACL BioNLP Workshop on Linking Natural Language and Biology, June 2006 

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A random forest system combination approach for error detection in digital dictionaries


Oct 30, 2014
Michael Bloodgood, Peng Ye, Paul Rodrigues, David Zajic, David Doermann

* In Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data, pages 78-86, Avignon, France, April 2012. Association for Computational Linguistics 
* 9 pages, 7 figures, 10 tables; appeared in Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data, April 2012 

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Detecting Structural Irregularity in Electronic Dictionaries Using Language Modeling


Oct 29, 2014
Paul Rodrigues, David Zajic, David Doermann, Michael Bloodgood, Peng Ye

* In Proceedings of Electronic Lexicography in the 21st Century (eLex), pages 227-232, Bled, Slovenia, November 2011. Trojina Institute for Applied Slovene Studies 
* 6 pages, 2 figures, 11 tables; appeared in Proceedings of Electronic Lexicography in the 21st Century (eLex), November 2011 

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Correcting Errors in Digital Lexicographic Resources Using a Dictionary Manipulation Language


Oct 28, 2014
David Zajic, Michael Maxwell, David Doermann, Paul Rodrigues, Michael Bloodgood

* In Proceedings of Electronic Lexicography in the 21st Century (eLex), pages 297-301, Bled, Slovenia, November 2011. Trojina Institute for Applied Slovene Studies 
* 5 pages, 3 figures, 1 table; appeared in Proceedings of Electronic Lexicography in the 21st Century (eLex), November 2011 

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Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation


Oct 21, 2014
Michael Bloodgood, Chris Callison-Burch

* In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 854-864, Uppsala, Sweden, July 2010. Association for Computational Linguistics 
* 11 pages, 14 figures; appeared in Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, July 2010 

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Using Mechanical Turk to Build Machine Translation Evaluation Sets


Oct 20, 2014
Michael Bloodgood, Chris Callison-Burch

* In Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, pages 208-211, Los Angeles, California, June 2010. Association for Computational Linguistics 
* 4 pages, 2 tables; appeared in Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, June 2010 

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A Modality Lexicon and its use in Automatic Tagging


Oct 17, 2014
Kathryn Baker, Michael Bloodgood, Bonnie J. Dorr, Nathaniel W. Filardo, Lori Levin, Christine Piatko

* In Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10), pages 1402-1407, Valletta, Malta, May 2010. European Language Resources Association 
* 6 pages, 5 figures; appeared in Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10), May 2010 

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Semantically-Informed Syntactic Machine Translation: A Tree-Grafting Approach


Sep 24, 2014
Kathryn Baker, Michael Bloodgood, Chris Callison-Burch, Bonnie J. Dorr, Nathaniel W. Filardo, Lori Levin, Scott Miller, Christine Piatko

* In Proceedings of the Ninth Conference of the Association for Machine Translation in the Americas (AMTA), Denver, Colorado, October 2010 
* 10 pages, 7 figures, 3 tables; appeared in Proceedings of the Ninth Conference of the Association for Machine Translation in the Americas (AMTA), October 2010 

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A Method for Stopping Active Learning Based on Stabilizing Predictions and the Need for User-Adjustable Stopping


Sep 17, 2014
Michael Bloodgood, K. Vijay-Shanker

* In Proceedings of the Thirteenth Conference on Computational Natural Language Learning (CoNLL-2009), pages 39-47, Boulder, Colorado, June 2009. Association for Computational Linguistics 
* 9 pages, 3 figures, 5 tables; appeared in Proceedings of the Thirteenth Conference on Computational Natural Language Learning (CoNLL-2009), June 2009 

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Taking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets


Sep 17, 2014
Michael Bloodgood, K. Vijay-Shanker

* Proceedings of HLT: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Short Papers, pages 137-140, Boulder, Colorado, June 2009. Association for Computational Linguistics 
* 4 pages, 5 figures; appeared in Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers, pages 137-140, Boulder, Colorado, June 2009. Association for Computational Linguistics 

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An Approach to Reducing Annotation Costs for BioNLP


Sep 12, 2014
Michael Bloodgood, K. Vijay-Shanker

* In Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, pages 104-105, Columbus, Ohio, June 2008. Association for Computational Linguistics 
* 2 pages, 1 figure, 5 tables; appeared in Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing at ACL (Association for Computational Linguistics) 2008 

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