Evaluating Inter-Annotator Agreement for Non-Manual Markers in Sign Languages

التفاصيل البيبلوغرافية
العنوان: Evaluating Inter-Annotator Agreement for Non-Manual Markers in Sign Languages
المؤلفون: L.D. Esselink, M. Oomen, Floris Roelofsen
سنة النشر: 2024
المجموعة: University of Amsterdam / Amsterdam University of Applied Sciences: Figshare
مصطلحات موضوعية: Language, Communication and Culture, Inter-Annotator Agreement, Non-manual markers, sign language research, Annotation guidelines
الوصف: This paper is part of a larger project that aims to create a standardized procedure for annotating non-manual markers (NMMs) in sign language data. The paper describes two approaches to evaluating inter-annotator agreement, the event-based approach and the frame-based approach, and uses a combination of these two approaches to evaluate the annotation guidelines introduced in Oomen et al. (2023). The evaluation reveals that for several labels in the annotation scheme inter-annotator agreement is rather low. This indicates that the annotations guidelines need to be further improved. We present concrete recommendations for how this may be achieved, and intend to implement these recommendations in future work. All data and analysis scripts are available. This is a pre-print of a conference paper. It has been accepted for the 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources at LREC-COLING 2024.
نوع الوثيقة: conference object
اللغة: unknown
Relation: https://figshare.com/articles/conference_contribution/Evaluating_Inter-Annotator_Agreement_for_Non-Manual_Markers_in_Sign_Languages/25827172
DOI: 10.21942/uva.25827172.v1
الاتاحة: https://doi.org/10.21942/uva.25827172.v1
https://figshare.com/articles/conference_contribution/Evaluating_Inter-Annotator_Agreement_for_Non-Manual_Markers_in_Sign_Languages/25827172
Rights: CC BY 4.0
رقم الانضمام: edsbas.5EA47158
قاعدة البيانات: BASE
الوصف
DOI:10.21942/uva.25827172.v1