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Morphological Inflection Noise

Code, data, experiments, and results for An Investigation of Noise in Morphological Inflection.

Repository Contents

data

Training splits for all experiments. We also have the dev and test data from SIGMORPHON 2017, though only dev was used for this work.

noise-annotator

The pipeline for annotating training samples from tUMPC. See the noise-annotator/README.md.

noisy-yoyodyne

An old fork of yoyodyne updated for our experiments with noise and pretraining.

scripts

Various scripts for evaluating and aggregating results

tables

TSVs logging the stats on the best accuracy epoch for every training partition.

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Code and data for the paper An Investigation of Noise in Morphological Inflection

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