Annotating Decomposition in Time: Three Approaches for Again
Martin Kopf, Remus Gergel
The 17th Linguistic Annotation Workshop (LAW-XVII) \\ @ ACL 2023 Long paper (8 pages) Paper
TLDR:
This submission reports on a three-part series of original methods geared towards producing semantic annotations for the decompositional marker "again". The three methods are (i) exhaustive expert annotation based on a comprehensive set of guidelines, (ii) extension of expert annotation by predictin
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Abstract:
This submission reports on a three-part series of original methods geared towards producing semantic annotations for the decompositional marker "again". The three methods are (i) exhaustive expert annotation based on a comprehensive set of guidelines, (ii) extension of expert annotation by predicting presuppositions with a Multinomial Naïve Bayes classifier in the context of a meta-analysis to optimize feature selection and (iii) quality-controlled crowdsourcing with ensuing evaluation and KMeans clustering of annotation vectors.