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 126135 of 135 papers

TitleStatusHype
Rule-based Morphological Inflection Improves Neural Terminology TranslationCode0
Neural Transition-based String Transduction for Limited-Resource Setting in MorphologyCode0
An Encoder-Decoder Approach to the Paradigm Cell Filling ProblemCode0
Smoothing and Shrinking the Sparse Seq2Seq Search SpaceCode0
Sparse Sequence-to-Sequence ModelsCode0
(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' PerformanceCode0
On Biasing Transformer Attention Towards MonotonicityCode0
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological InflectionCode0
Falling Through the Gaps: Neural Architectures as Models of Morphological Rule LearningCode0
Surprisingly Easy Hard-Attention for Sequence to Sequence LearningCode0
Show:102550
← PrevPage 6 of 6Next →

No leaderboard results yet.