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Ted Pedersen

University of Minnesota, Duluth

SemEval-2021 Task 11: NLPContributionGraph -- Structuring Scholarly NLP Contributions for a Research Knowledge Graph


Jul 06, 2021
Jennifer D'Souza, Sören Auer, Ted Pedersen

* 13 pages, 5 figures, 8 tables, In Proceedings of the Fifteenth Workshop on Semantic Evaluation SemEval-2021 (to appear) 

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Duluth at SemEval-2020 Task 7: Using Surprise as a Key to Unlock Humorous Headlines


Sep 06, 2020
Shuning Jin, Yue Yin, XianE Tang, Ted Pedersen

* To appear in the Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval 2020), December 12-13, 2020, Barcelona 

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Duluth at SemEval-2019 Task 6: Lexical Approaches to Identify and Categorize Offensive Tweets


Jul 25, 2020
Ted Pedersen

* 7 pages, Appears in the Proceedings of the 13th International Workshop on Semantic Eva luation (SemEval 2019), June 2019, pp. 593-599, Minneapolis, MN (a NAACL-2019 workshop, aka OffenseEval--2019) 

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Duluth at SemEval-2020 Task 12: Offensive Tweet Identification in English with Logistic Regression


Jul 25, 2020
Ted Pedersen

* 10 pages, To appear in the Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval--2020), December 12-13, 2020, Barcelona (a COLING-2020 workshop, aka OffensEval--2020) 

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UMDSub at SemEval-2018 Task 2: Multilingual Emoji Prediction Multi-channel Convolutional Neural Network on Subword Embedding


May 25, 2018
Zhenduo Wang, Ted Pedersen

* 5 pages, to Appear in the Proceedings of the 12th International Workshop on Semantic Evaluation (SemEval 2018), June 2018, New Orleans, LA 

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UMDuluth-CS8761 at SemEval-2018 Task 9: Hypernym Discovery using Hearst Patterns, Co-occurrence frequencies and Word Embeddings


May 25, 2018
Arshia Z. Hassan, Manikya S. Vallabhajosyula, Ted Pedersen

* 5 pages, to Appear in the Proceedings of the 12th International Workshop on Semantic Evaluation (SemEval 2018), June 2018, New Orleans, LA 

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Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling


May 25, 2018
Shuning Jin, Ted Pedersen

* 4 pages, to Appear in the Proceedings of the 12th International Workshop on Semantic Evaluation (SemEval 2018), June 2018, New Orleans, LA 

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Who's to say what's funny? A computer using Language Models and Deep Learning, That's Who!


May 29, 2017
Xinru Yan, Ted Pedersen

* 3 pages, Appears in the Proceedings of the Women and Underrepresented Minorities in Natural Language Processing Workshop (WiNLP-2017), July 30, 2017, Vancouver, BC 

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Improving Correlation with Human Judgments by Integrating Semantic Similarity with Second--Order Vectors


May 27, 2017
Bridget T. McInnes, Ted Pedersen

* 10 pages, Appears in the Proceedings of the 16th Workshop on Biomedical Natural Language Processing (BioNLP-2017), August 2017, Vancouver, BC 

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Duluth at SemEval--2016 Task 14 : Extending Gloss Overlaps to Enrich Semantic Taxonomies


May 01, 2017
Ted Pedersen

* 4 pages, Appears in the Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016), June 2016, pp. 1328-1331, San Diego, CA 

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Duluth at Semeval-2017 Task 7 : Puns upon a midnight dreary, Lexical Semantics for the weak and weary


Apr 28, 2017
Ted Pedersen

* 5 pages, to Appear in the Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval 2017), August 2017, Vancouver, BC 

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Duluth at SemEval-2017 Task 6: Language Models in Humor Detection


Apr 27, 2017
Xinru Yan, Ted Pedersen

* 5 pages, to Appear in the Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval 2017), August 2017, Vancouver, BC 

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Computational Approaches to Measuring the Similarity of Short Contexts : A Review of Applications and Methods


Oct 18, 2010
Ted Pedersen

* University of Minnesota Supercomputing Institute Research Report UMSI 2010/118, October 2010 
* 23 pages 

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Learning Probabilistic Models of Word Sense Disambiguation


Jul 26, 2007
Ted Pedersen

* PhD dissertation, May 1998, Department of Computer Science and Engineering, Southern Methodist University 
* 195 pages 

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Machine Learning with Lexical Features: The Duluth Approach to Senseval-2


May 27, 2002
Ted Pedersen

* Appears in the Proceedings of SENSEVAL-2: Second International Workshop on Evaluating Word Sense Disambiguation Systems July 5-6, 2001, Toulouse, France 

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Assessing System Agreement and Instance Difficulty in the Lexical Sample Tasks of Senseval-2


May 27, 2002
Ted Pedersen

* Appears in the Proceedings of the ACL-02 Workshop on Word Sense Disambiguation: Recent Successes and Future Directions, July 11, 2002, Philadelphia, PA 

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Evaluating the Effectiveness of Ensembles of Decision Trees in Disambiguating Senseval Lexical Samples


May 27, 2002
Ted Pedersen

* Appears in the Proceedings of the ACL-02 Workshop on Word Sense Disambiguation: Recent Successes and Future Directions, July 11, 2002, Philadelphia, PA 

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A Decision Tree of Bigrams is an Accurate Predictor of Word Sense


Mar 29, 2001
Ted Pedersen

* Proceedings of the Second Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL-01), June 2-7, 2001, Pittsburgh, PA; 8 pages 

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A Simple Approach to Building Ensembles of Naive Bayesian Classifiers for Word Sense Disambiguation


May 07, 2000
Ted Pedersen

* 7 pages, Latex, uses colnaacl.sty. Appears in Proceedings of NAACL, pages 63-69, May 2000, Seattle, WA 

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Distinguishing Word Senses in Untagged Text


Jun 09, 1997
Ted Pedersen, Rebecca Bruce

* Appears in the Proceedings of the Second Conference on Empirical Methods in NLP (EMNLP-2), August 1-2, 1997, Providence, RI 
* 11 pages, latex, uses aclap.sty 

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Sequential Model Selection for Word Sense Disambiguation


Feb 12, 1997
Ted Pedersen, Rebecca Bruce, Janyce Wiebe

* Proceedings of the Fifth Conference on Applied Natural Language Processing, April 1997, Washington, DC 
* 8 pages, Latex, uses aclap.sty 

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Fishing for Exactness


Aug 16, 1996
Ted Pedersen

* Proceedings of the South-Central SAS Users Group Conference (SCSUG-96), Austin, TX, Oct 27-29, 1996 
* 13 pages - postscript 

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The Measure of a Model


Apr 28, 1996
Rebecca Bruce, Janyce Wiebe, Ted Pedersen

* In Proceedings of the Empirical Methods in Natural Language Processing Conference, May 1996, Philadelphia, PA 
* 12 pages, uuencoded compressed postscript file 

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Lexical Acquisition via Constraint Solving


Feb 22, 1995
Ted Pedersen, Weidong Chen

* 6 pages, AAAI 1995 Spring Symposium Series 

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