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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 110 of 135 papers

TitleStatusHype
An Extended Sequence Tagging Vocabulary for Grammatical Error CorrectionCode4
Applying the Transformer to Character-level TransductionCode1
CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language ProcessingCode1
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection EncodingCode1
Exact Hard Monotonic Attention for Character-Level TransductionCode1
Improving Low-Resource Morphological Inflection via Self-Supervised Objectives0
Probing Subphonemes in Morphology Models0
Can a Neural Model Guide Fieldwork? A Case Study on Morphological Data CollectionCode0
OOVs in the Spotlight: How to Inflect them?Code0
Exploring Linguistic Probes for Morphological Generalization0
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