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 111120 of 135 papers

TitleStatusHype
Seq2seq for Morphological Reinflection: When Deep Learning Fails0
Morphological Inflection Generation with Multi-space Variational Encoder-Decoders0
SU-RUG at the CoNLL-SIGMORPHON 2017 shared task: Morphological Inflection with Attentional Sequence-to-Sequence Models0
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction0
Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings0
The Neural Noisy Channel0
Morphological Inflection Generation with Hard Monotonic AttentionCode0
Online Segment to Segment Neural Transduction0
Learning Transducer Models for Morphological Analysis from Example Inflections0
Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection0
Show:102550
← PrevPage 12 of 14Next →

No leaderboard results yet.