SemEval-2016 task 10: Detecting minimal semantic units and their meanings (DiMSUM).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  • Nathan Schneider
  • Dirk Hovy
  • Anders Trærup Johannsen
  • Marine Carpuat
This task combines the labeling of multiword expressions and supersenses (coarse-grained classes) in an explicit, yet broad-coverage paradigm for lexical semantics. Nine systems participated; the best scored 57.7% F1 in a multi-domain evaluation setting, indicating that the task remains largely unresolved. An error analysis reveals that a large number of instances in the data set are either hard cases, which no systems get right, or easy cases, which all systems correctly solve.
Original languageEnglish
Title of host publicationProceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
Number of pages14
PublisherAssociation for Computational Linguistics
Publication date2016
Pages546-559
ISBN (Print)978-1-941643-95-2
Publication statusPublished - 2016
Event10th International Workshop on Semantic Evaluation - San Diego, United States
Duration: 16 Jun 201617 Jun 2016
Conference number: 10

Conference

Conference10th International Workshop on Semantic Evaluation
Nummer10
LandUnited States
BySan Diego
Periode16/06/201617/06/2016

ID: 167584042