Papers by Dominiek Sandra
Orthographic Codes and the Neighborhood Effect: Lessons from Information Theory (2020.lrec-1)
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| Challenge: | a recent study has shown that orthography is a core issue in contemporary word reading models. |
| Approach: | They consider the orthographic neighborhood effect as an important control variable in psycholinguistic studies of word reading. |
| Outcome: | The results show that weighting features improves the orthographic neighborhood effect significantly across languages. |
WordKit: a Python Package for Orthographic and Phonological Featurization (L18-1)
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| Challenge: | wordkit is a python package that allows users to switch between feature sets and featurizers with a uniform API . wordkit integrates orthographic and phonological featurizers in a single package . |
| Approach: | They present a python package which allows users to switch between feature sets and featurizers with a uniform API. |
| Outcome: | The proposed package is compatible with scikit-learn and extensible . it allows users to switch between feature sets and featurizers with a uniform API . |