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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 131135 of 135 papers

TitleStatusHype
Generalizing Morphological Inflection Systems to Unseen Lemmas0
Getting More Data for Low-resource Morphological Inflection: Language Models and Data Augmentation0
How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflection0
Improved pronunciation prediction accuracy using morphology0
Improving Low-Resource Morphological Inflection via Self-Supervised Objectives0
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