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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
Character-based recurrent neural networks for morphological relational reasoning0
A Resource for Studying Chatino Verbal Morphology0
Contextualization of Morphological Inflection0
Controlled Ascent: Imbuing Statistical MT with Linguistic Knowledge0
Probing Subphonemes in Morphology Models0
Cross-lingual morphological inflection with explicit alignment0
DeLex, a freely-avaible, large-scale and linguistically grounded morphological lexicon for German0
Do RNN States Encode Abstract Phonological Processes?0
Do RNN States Encode Abstract Phonological Alternations?0
Evaluation of Finite State Morphological Analyzers Based on Paradigm Extraction from Wiktionary0
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