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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 101110 of 135 papers

TitleStatusHype
The OSU Realizer for SRST `18: Neural Sequence-to-Sequence Inflection and Incremental Locality-Based Linearization0
The DipInfo-UniTo system for SRST 20180
A Structured Variational Autoencoder for Contextual Morphological InflectionCode0
Using English Baits to Catch Serbian Multi-Word Terminology0
From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings0
Inflection Generation for Spanish Verbs using Supervised Learning0
Character-based recurrent neural networks for morphological relational reasoning0
Evaluation of Finite State Morphological Analyzers Based on Paradigm Extraction from Wiktionary0
Training Data Augmentation for Low-Resource Morphological Inflection0
Experiments on Morphological Reinflection: CoNLL-2017 Shared Task0
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