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Morphological Inflection

Morphological Inflection is the task of generating a target (inflected form) word from a source word (base form), given a morphological attribute, e.g. number, tense, and person etc. It is useful for alleviating data sparsity issues in translating morphologically rich languages. The transformation from a base form to an inflected form usually includes concatenating the base form with a prefix or a suffix and substituting some characters. For example, the inflected form of a Finnish stem eläkeikä (retirement age) is eläkeiittä when the case is abessive and the number is plural.

Source: Tackling Sequence to Sequence Mapping Problems with Neural Networks

Papers

Showing 91100 of 135 papers

TitleStatusHype
Morphology is not just a naive Bayes – UniMelb Submission to SIGMORPHON 2022 ST on Morphological Inflection0
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction0
Noise Isn't Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models0
Nomen Omen. Enhancing the Latin Morphological Analyser Lemlat with an Onomasticon0
Not as Awful as it Seems: Explaining German Case through Computational Experiments in Fluid Construction Grammar0
One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes0
Online Segment to Segment Neural Transduction0
Phonological Features for Morphological Inflection0
POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process0
Posterior Attention Models for Sequence to Sequence Learning0
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