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SemEval-2019 task 9: Suggestion mining from online reviews and forums

    • Genesys Telecommunication Laboratories
    • University of Galway

    Research output: Chapter in Book or Conference Publication/ProceedingConference Publicationpeer-review

    51 Citations (Scopus)

    Abstract

    We present the pilot SemEval task on Suggestion Mining. The task consists of subtasks A and B, where we created labeled data from feedback forum and hotel reviews respectively. Subtask A provides training and test data from the same domain, while Subtask B evaluates the system on a test dataset from a different domain than the available training data. 33 teams participated in the shared task, with a total of 50 members. We summarize the problem definition, benchmark dataset preparation, and methods used by the participating teams, providing details of the methods used by the top ranked systems. The dataset is made freely available to help advance the research in suggestion mining, and reproduce the systems submitted under this task.

    Original languageEnglish
    Title of host publicationNAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop
    PublisherAssociation for Computational Linguistics (ACL)
    Pages877-887
    Number of pages11
    ISBN (Electronic)9781950737062
    DOIs
    Publication statusPublished - 2019
    Event13th International Workshop on Semantic Evaluation, SemEval 2019, co-located with the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2019 - Minneapolis, United States
    Duration: 6 Jun 20197 Jun 2019

    Publication series

    NameNAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop

    Conference

    Conference13th International Workshop on Semantic Evaluation, SemEval 2019, co-located with the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2019
    Country/TerritoryUnited States
    CityMinneapolis
    Period6/06/197/06/19

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