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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
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection0
Ensembles of Neural Morphological Inflection Models0
Pushing the Limits of Low-Resource Morphological InflectionCode0
Cross-lingual morphological inflection with explicit alignment0
Inverting and Modeling Morphological Inflection0
Sigmorphon 2019 Task 2 system description paper: Morphological analysis in context for many languages, with supervision from only a few0
Exact Hard Monotonic Attention for Character-Level TransductionCode1
Sparse Sequence-to-Sequence ModelsCode0
Contextualization of Morphological Inflection0
Posterior Attention Models for Sequence to Sequence Learning0
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