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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 2130 of 135 papers

TitleStatusHype
IIT(BHU)--IIITH at CoNLL--SIGMORPHON 2018 Shared Task on Universal Morphological ReinflectionCode0
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection GenerationCode0
A Structured Variational Autoencoder for Contextual Morphological InflectionCode0
A Framework for Bidirectional Decoding: Case Study in Morphological InflectionCode0
A Study of Morphological Robustness of Neural Machine TranslationCode0
Morphological Inflection Generation Using Character Sequence to Sequence LearningCode0
An Encoder-Decoder Approach to the Paradigm Cell Filling ProblemCode0
Neural Transition-based String Transduction for Limited-Resource Setting in MorphologyCode0
OOVs in the Spotlight: How to Inflect them?Code0
SIGMORPHON–UniMorph 2022 Shared Task 0: Modeling Inflection in Language AcquisitionCode0
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