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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 8190 of 135 papers

TitleStatusHype
Learning Transducer Models for Morphological Analysis from Example Inflections0
Leveraging Principal Parts for Morphological Inflection0
Linguistically inspired morphological inflection with a sequence to sequence model0
Linguist vs. Machine: Rapid Development of Finite-State Morphological Grammars0
Local String Transduction as Sequence Labeling0
Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings0
MED: The LMU System for the SIGMORPHON 2016 Shared Task on Morphological Reinflection0
Modeling the Graphotactics of Low-Resource Languages Using Sequential GANs0
Morphological Inflection Generation with Multi-space Variational Encoder-Decoders0
Morphological Reinflection in Context: CU Boulder's Submission to CoNLL--SIGMORPHON 2018 Shared Task0
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