SOTAVerified

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 3140 of 135 papers

TitleStatusHype
Well-Defined Morphology is Sentence-Level Morphology0
Backtranslation in Neural Morphological Inflection0
Systematic Inequalities in Language Technology Performance across the World's LanguagesCode0
A Three Step Training Approach with Data Augmentation for Morphological Inflection0
Rule-based Morphological Inflection Improves Neural Terminology TranslationCode0
(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' PerformanceCode0
A Study of Morphological Robustness of Neural Machine TranslationCode0
Improved pronunciation prediction accuracy using morphology0
Training Strategies for Neural Multilingual Morphological Inflection0
BME Submission for SIGMORPHON 2021 Shared Task 0. A Three Step Training Approach with Data Augmentation for Morphological Inflection0
Show:102550
← PrevPage 4 of 14Next →

No leaderboard results yet.