Evaluation of Distributional Semantic Models of Ancient Greek: Ancient Language Processing. Stopponi, S., Pedrazzini, N., Peels-Matthey, S., McGillivray, B., & Nissim, M. Proceedings of the Ancient Language Processing Workshop, September, 2023. Place: Varna, Bulgaria Publisher: Association for Computational Linguistics (ACL)
Evaluation of Distributional Semantic Models of Ancient Greek: Ancient Language Processing [pdf]Paper  abstract   bibtex   
We evaluate four count-based and predictive distributional semantic models of Ancient Greek against AGREE, a composite benchmark of human judgements, to assess their ability to retrieve semantic relatedness. On the basis of the observations deriving from the analysis of the results, we design a procedure for a largerscale intrinsic evaluation of count-based and predictive language models, including syntactic embeddings. We also propose possible ways of exploiting the different layers of the whole AGREE benchmark (including both humanand machine-generated data) and different evaluation metrics.

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