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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 1120 of 135 papers

TitleStatusHype
Morphological Inflection with Phonological FeaturesCode0
An Investigation of Noise in Morphological InflectionCode0
Morphological Inflection: A Reality CheckCode0
Understanding Compositional Data Augmentation in Typologically Diverse Morphological InflectionCode0
A Framework for Bidirectional Decoding: Case Study in Morphological InflectionCode0
Autoregressive Modeling with Lookahead Attention0
Modeling the Graphotactics of Low-Resource Languages Using Sequential GANs0
Eeny, meeny, miny, moe. How to choose data for morphological inflectionCode0
A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection0
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection GenerationCode0
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