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A supervised machine learning approach to Named Entity Recognition and classification applied to Ancient Greek with minimal annotation

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NERonAncientGreek

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This repository contains the data and code for the adaptation of a new workflow of Named Entity Recognition and classification applied to Ancient Greek. We used a model of data extraction and pattern discovery based on machine learning algorithms which is easily customizable for different languages. This allowed the creation of a dataset of automatically classified toponyms and ethnonyms starting from a small manually annotated list.

Link to DH2020 paper: https://hcommons.org/deposits/item/hc:31889

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A supervised machine learning approach to Named Entity Recognition and classification applied to Ancient Greek with minimal annotation

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