Feb. 6, 2024, 5:55 a.m. | Dominik Schlechtweg Shafqat Mumtaz Virk Pauline Sander Emma Sk\"oldberg Lukas Theuer Linke Tuo Zhang N

cs.CL updates on arXiv.org arxiv.org

We present the DURel tool that implements the annotation of semantic proximity between uses of words into an online, open source interface. The tool supports standardized human annotation as well as computational annotation, building on recent advances with Word-in-Context models. Annotator judgments are clustered with automatic graph clustering techniques and visualized for analysis. This allows to measure word senses with simple and intuitive micro-task judgments between use pairs, requiring minimal preparation efforts. The tool offers additional functionalities to compare the …

advances annotation building change computational context cs.ai cs.cl human measurement open source semantic sense tool word words

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