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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
Minimal Supervision for Morphological InflectionCode0
Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models0
On Biasing Transformer Attention Towards MonotonicityCode0
Interpretability for Morphological Inflection: from Character-level Predictions to Subword-level RulesCode0
Do RNN States Encode Abstract Phonological Processes?0
Smoothing and Shrinking the Sparse Seq2Seq Search SpaceCode0
Searching for Search Errors in Neural Morphological Inflection0
Exploring Looping Effects in RNN-based Architectures0
Noise Isn't Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models0
Linguistically inspired morphological inflection with a sequence to sequence model0
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