Can Cognate Prediction Be Modelled as a Low-Resource Machine Translation Task?
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Cognate PredictionMachine TranslationTranslationSimilar Papers 제목 키워드 기반
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages
Cognates are variants of the same lexical form across different languages; for example 'fonema' in Spanish and 'phoneme' in English are cognates, both of which mean 'a unit of sound'. The task of automatic detection of c…
Cross-Lingual Information RetrievalCross-Lingual Word EmbeddingsInformation RetrievalMachine Translation+4Utilizing Wordnets for Cognate Detection among Indian Languages
Automatic Cognate Detection (ACD) is a challenging task which has been utilized to help NLP applications like Machine Translation, Information Retrieval and Computational Phylogenetics. Unidentified cognate pairs can pos…
Information RetrievalMachine TranslationRetrievalWeakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related Languages
Exploiting cognates for transfer learning in under-resourced languages is an exciting opportunity for language understanding tasks, including unsupervised machine translation, named entity recognition and information ret…
Information RetrievalMachine Translationnamed-entity-recognitionNamed Entity Recognition+2Building a Dataset of Multilingual Cognates for the Romanian Lexicon
Identifying cognates is an interesting task with applications in numerous research areas, such as historical and comparative linguistics, language acquisition, cross-lingual information retrieval, readability and machine…
Cross-Lingual Information RetrievalInformation RetrievalLanguage AcquisitionMachine Translation+3Learning cross-lingual phonological and orthagraphic adaptations: a case study in improving neural machine translation between low-resource languages
Out-of-vocabulary (OOV) words can pose serious challenges for machine translation (MT) tasks, and in particular, for low-resource language (LRL) pairs, i.e., language pairs for which few or no parallel corpora exist. Our…
Machine TranslationNMTTranslation