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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 5160 of 135 papers

TitleStatusHype
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
Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings0
Cross-lingual morphological inflection with explicit alignment0
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
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction0
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