Faculty

Institution

Unit

Venue

Ted Pedersen

Professor

University of Minnesota Duluth

Affiliations

Swenson College of Science and Engineering

Department Of Computer Science

Ted Pedersen is currently serving as a Computer Science Professor at University of Minnesota Duluth.

Honors

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Experiences

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Education

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Ted Pedersen

University of Minnesota Duluth

Professor

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linguistics natural language processing language semantic evaluation computational linguistics semantics word-sense disambiguation applied linguistics semantic similarity data science language resources information retrieval computer science knowledge discovery distributional semantics machine learning lexical semantics text mining similarity measure syntax context (linguistics) computational lexicology semantic relatedness biomedical informatics language learning general linguistics semantic web medical internet research machine translation pragmatics entity disambiguation semantic representation terminology extraction language corpus lexical complexity prediction nlp task name discrimination online information computational intelligence lexical resource biomedical text mining language engineering semantic processing cross-lingual representation unsupervised machine learning word sense discrimination similar contexts word sense disambiguation affective disorders psychological medicine machine learning research information extraction text processing semantic search biomedical ontologies lexicon theoretical linguistics social web online communities virtual communities syntactic structure computational semantics lexicography humor detection semantic learning biomedical domain ngram statistics package word senses acronym disambiguation biomedical text information content measures comparative study medical domain web contexts knowledge-based method sequential model selection

Notable Scholarly Works

Notable Federal Grants

Collaborators

Protocol Design for In-Class Projects: Comparative Analysis of Eeg Signals Among Sexes. (2025)

technologydesigncomputer-supported cooperative workhuman-computer interactioncomparative analysiseeg signal processingdesign researchprotocol designin-class projects

Duluthnlp at Semeval-2023 Task 12: Afrisenti-Semeval: Sentiment Analysis for Low-Resource African Languages Using Twitter Dataset. (2023)

semeval-2023 task 12twitter datasettext miningsentiment analysissemantic evaluationlanguage resourcesapplied linguisticsnatural language processingcross-lingual representationafrican american studieslanguageafrican studieslinguisticslanguage policing

Duluthnlp at Semeval-2022 Task 7: Classifying Plausible Alternatives With Pre–Trained Electra. Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) (2022)

semeval-2022 task 7preference modelingsemantic evaluationlanguage modelsclassifying plausible alternativesinferencepreference learningdata sciencecomputational intelligenceevolutionary intelligencepre–trained electracomputer sciencelinguistics

NLPSHAREDTASKS: A Corpus of Shared Task Overview Papers in Natural Language Processing Domains. (2022)

spoken language technologycomputational linguisticstext miningcorpus linguisticsentity summarizationsemantic evaluationnlp tasknatural language processingautomatic summarizationlanguagelanguage resourceslinguisticssemantic parsing

Duluth at Semeval-2021 Task 11: Applying Deberta to Contributing Sentence Selection and Dependency Parsing for Entity Extraction. (2021)

shallow parsingsemeval-2021 task 11computational linguisticsentity extractionsyntactic parsingsyntaxsemantic evaluationapplied linguisticsnatural language processingnlp taskdependency linguisticsapplying debertalanguagegrammarlinguisticssemantic parsing

Semeval-2021 Task 11: Nlpcontributiongraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph. International Workshop on Semantic Evaluation (2021)

Jennifer D’SouzaSören AuerTed Pedersen

research knowledge graphknowledge graphssemantic evaluationnlp contributionsnatural language processinglinguistics

Approaching Terminological Ambiguity in Cross-Disciplinary Communication as a Word Sense Induction Task: A Pilot Study. Language Resources and Evaluation (2019)

cognitive linguisticscontext (linguistics)semantic analysis (linguistics)language learningpilot studylanguagecross-disciplinary communicationlexical semanticspragmaticsapplied linguisticslinguisticsterminological ambiguitypsycholinguistics

Adam Kilgarriff’s Legacy to Computational Linguistics and Beyond. Lecture notes in computer science (2018)

general linguisticsadam kilgarriff ’computational linguisticstheoretical linguisticsmathematical linguisticslanguagelinguistics

Duluth at Semeval-2017 Task 6: Language Models in Humor Detection. arXiv (Cornell University) (2017)

language corpusamerican humorsemantic evaluationlanguage modelsnatural language processinglanguageapplied linguisticslinguisticshumor detection

Improving Correlation With Human Judgments by Integrating Semantic Similarity With Second–Order Vectors. (2017)

semantic similaritycomputational linguisticsnatural language generationsemantic evaluationnatural language processingsemantic processingsecond–order vectorscognitive sciencesemantic learninglinguisticshuman judgmentspsycholinguistics

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Ted Pedersen

Professor

University of Minnesota Duluth

Affiliations

Swenson College of Science and Engineering

Department Of Computer Science

Ted Pedersen is currently serving as a Computer Science Professor at University of Minnesota Duluth.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Ted Pedersen

University of Minnesota Duluth

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Protocol Design for In-Class Projects: Comparative Analysis of Eeg Signals Among Sexes. (2025)

technologydesigncomputer-supported cooperative workhuman-computer interactioncomparative analysiseeg signal processingdesign researchprotocol designin-class projects

Duluthnlp at Semeval-2023 Task 12: Afrisenti-Semeval: Sentiment Analysis for Low-Resource African Languages Using Twitter Dataset. (2023)

Duluthnlp at Semeval-2022 Task 7: Classifying Plausible Alternatives With Pre–Trained Electra. Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) (2022)

NLPSHAREDTASKS: A Corpus of Shared Task Overview Papers in Natural Language Processing Domains. (2022)

Duluth at Semeval-2021 Task 11: Applying Deberta to Contributing Sentence Selection and Dependency Parsing for Entity Extraction. (2021)

Semeval-2021 Task 11: Nlpcontributiongraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph. International Workshop on Semantic Evaluation (2021)

Jennifer D’SouzaSören AuerTed Pedersen

research knowledge graphknowledge graphssemantic evaluationnlp contributionsnatural language processinglinguistics

Approaching Terminological Ambiguity in Cross-Disciplinary Communication as a Word Sense Induction Task: A Pilot Study. Language Resources and Evaluation (2019)

Adam Kilgarriff’s Legacy to Computational Linguistics and Beyond. Lecture notes in computer science (2018)

general linguisticsadam kilgarriff ’computational linguisticstheoretical linguisticsmathematical linguisticslanguagelinguistics

Duluth at Semeval-2017 Task 6: Language Models in Humor Detection. arXiv (Cornell University) (2017)

language corpusamerican humorsemantic evaluationlanguage modelsnatural language processinglanguageapplied linguisticslinguisticshumor detection

Improving Correlation With Human Judgments by Integrating Semantic Similarity With Second–Order Vectors. (2017)

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