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Morphological Inflection

7 papers with code · Natural Language Processing

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Surprisingly Easy Hard-Attention for Sequence to Sequence Learning

EMNLP 2018 sid7954/beam-joint-attention

In this paper we show that a simple beam approximation of the joint distribution between attention and output is an easy, accurate, and efficient attention mechanism for sequence to sequence learning.

IMAGE CAPTIONING MORPHOLOGICAL INFLECTION

A Latent Morphology Model for Open-Vocabulary Neural Machine Translation

30 Oct 2019d-ataman/lmm

Translation into morphologically-rich languages challenges neural machine translation (NMT) models with extremely sparse vocabularies where atomic treatment of surface forms is unrealistic.

MACHINE TRANSLATION MORPHOLOGICAL INFLECTION

An Encoder-Decoder Approach to the Paradigm Cell Filling Problem

EMNLP 2018 mpsilfve/pcfp-data

The Paradigm Cell Filling Problem in morphology asks to complete word inflection tables from partial ones.

DENOISING LANGUAGE ACQUISITION MORPHOLOGICAL INFLECTION

Neural Transition-based String Transduction for Limited-Resource Setting in Morphology

COLING 2018 ZurichNLP/coling2018-neural-transition-based-morphology

We present a neural transition-based model that uses a simple set of edit actions (copy, delete, insert) for morphological transduction tasks such as inflection generation, lemmatization, and reinflection.

LEMMATIZATION MACHINE TRANSLATION MORPHOLOGICAL INFLECTION