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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
Ensembles of Neural Morphological Inflection Models0
Evaluation of Finite State Morphological Analyzers Based on Paradigm Extraction from Wiktionary0
Experiments on Morphological Reinflection: CoNLL-2018 Shared Task0
Experiments on Morphological Reinflection: CoNLL-2017 Shared Task0
Exploring Linguistic Probes for Morphological Generalization0
Exploring Looping Effects in RNN-based Architectures0
Exploring Neural Architectures And Techniques For Typologically Diverse Morphological Inflection0
Fast and Accurate Reordering with ITG Transition RNN0
Finding the way from \"a to a: Sub-character morphological inflection for the SIGMORPHON 2018 shared task0
From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings0
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