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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 131135 of 135 papers

TitleStatusHype
(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
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