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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 121130 of 135 papers

TitleStatusHype
Morphological Inflection with Phonological FeaturesCode0
Interpretability for Morphological Inflection: from Character-level Predictions to Subword-level RulesCode0
Pushing the Limits of Low-Resource Morphological InflectionCode0
Eeny, meeny, miny, moe. How to choose data for morphological inflectionCode0
SimpleNLG-ZH: a Linguistic Realisation Engine for MandarinCode0
Rule-based Morphological Inflection Improves Neural Terminology TranslationCode0
Neural Transition-based String Transduction for Limited-Resource Setting in MorphologyCode0
An Encoder-Decoder Approach to the Paradigm Cell Filling ProblemCode0
Smoothing and Shrinking the Sparse Seq2Seq Search SpaceCode0
Sparse Sequence-to-Sequence ModelsCode0
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