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Impact of Stop Sets on Stopping Active Learning for Text Classification


Jan 08, 2022
Luke Kurlandski, Michael Bloodgood

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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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