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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 4150 of 135 papers

TitleStatusHype
A Three Step Training Approach with Data Augmentation for Morphological Inflection0
Cross-lingual morphological inflection with explicit alignment0
Copenhagen at CoNLL--SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding0
Controlled Ascent: Imbuing Statistical MT with Linguistic Knowledge0
How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflection0
Contextualization of Morphological Inflection0
Analyzing Learner Understanding of Novel L2 Vocabulary0
A Framework for Bidirectional Decoding: Case Study in Morphological Inflection0
Improved pronunciation prediction accuracy using morphology0
Getting More Data for Low-resource Morphological Inflection: Language Models and Data Augmentation0
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