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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 3140 of 135 papers

TitleStatusHype
Evaluation of Finite State Morphological Analyzers Based on Paradigm Extraction from Wiktionary0
BME-HAS System for CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection0
Ensembles of Neural Morphological Inflection Models0
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection0
Experiments on Morphological Reinflection: CoNLL-2018 Shared Task0
Experiments on Morphological Reinflection: CoNLL-2017 Shared Task0
Backtranslation in Neural Morphological Inflection0
Exploring Looping Effects in RNN-based Architectures0
Fast and Accurate Reordering with ITG Transition RNN0
Generalizing Morphological Inflection Systems to Unseen Lemmas0
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