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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 7180 of 135 papers

TitleStatusHype
Improved pronunciation prediction accuracy using morphology0
Improving Low-Resource Morphological Inflection via Self-Supervised Objectives0
Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection0
Inflection Generation as Discriminative String Transduction0
Inflection Generation for Spanish Verbs using Supervised Learning0
Inverting and Modeling Morphological Inflection0
IPS-WASEDA system at CoNLL--SIGMORPHON 2018 Shared Task on morphological inflection0
JRC-Names: A freely available, highly multilingual named entity resource0
KU-CST at CoNLL--SIGMORPHON 2018 Shared Task: a Tridirectional Model0
Learning to Learn Morphological Inflection for Resource-Poor Languages0
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