Challenges in Annotation: Annotator Experiences from a Crowdsourced Emotion Annotation Task

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

With the prevalence of machine learning in natural language processing and other fields, an increasing number of crowd-sourced data sets are created and published. However, very little has been written about the annotation process from the point of view of the annotators. This pilot study aims to help fill the gap and provide insights into how to maximize the quality of the annotation output of crowd-sourced annotations with a focus on fine-grained sentence-level sentiment and emotion annotation from the annotators point of view.
Alkuperäiskielienglanti
OtsikkoDigital Humanities in the Nordic Countries 2020
KustantajaCEUR Workshop Proceedings
Julkaisupäivä2020
TilaJulkaistu - 2020
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa

Siteeraa tätä

Öhman, E. (2020). Challenges in Annotation: Annotator Experiences from a Crowdsourced Emotion Annotation Task. teoksessa Digital Humanities in the Nordic Countries 2020 CEUR Workshop Proceedings.