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SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ...
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Vylomova, Ekaterina; White, Jennifer; Salesky, Elizabeth; Mielke, Sabrina J.; Wu, Shijie; Ponti, Edoardo; Maudslay, Rowan Hall; Zmigrod, Ran; Valvoda, Josef; Toldova, Svetlana; Tyers, Francis; Klyachko, Elena; Yegorov, Ilya; Krizhanovsky, Natalia; Czarnowska, Paula; Nikkarinen, Irene; Krizhanovsky, Andrew; Pimentel, Tiago; Hennigen, Lucas Torroba; Kirov, Christo; Nicolai, Garrett; Williams, Adina; Anastasopoulos, Antonios; Cruz, Hilaria; Chodroff, Eleanor; Cotterell, Ryan; Silfverberg, Miikka; Hulden, Mans. - : arXiv, 2020
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Abstract:
A broad goal in natural language processing (NLP) is to develop a system that has the capacity to process any natural language. Most systems, however, are developed using data from just one language such as English. The SIGMORPHON 2020 shared task on morphological reinflection aims to investigate systems' ability to generalize across typologically distinct languages, many of which are low resource. Systems were developed using data from 45 languages and just 5 language families, fine-tuned with data from an additional 45 languages and 10 language families (13 in total), and evaluated on all 90 languages. A total of 22 systems (19 neural) from 10 teams were submitted to the task. All four winning systems were neural (two monolingual transformers and two massively multilingual RNN-based models with gated attention). Most teams demonstrate utility of data hallucination and augmentation, ensembles, and multilingual training for low-resource languages. Non-neural learners and manually designed grammars showed ... : 39 pages, SIGMORPHON ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2006.11572 https://arxiv.org/abs/2006.11572
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A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization ...
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Between insiders and outsiders: When an indigenous researcher conducts studies in her own community
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Entre propios y extraños: Cuando una investigadora indígena realiza estudios en su propia comunidad
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Between insiders and outsiders: When an indigenous researcher conducts studies in her own community
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Public access to research data in language documentation: Challenges and possible strategies
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Public access to research data in language documentation: Challenges and possible strategies
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Public access to research data in language documentation: Challenges and possible strategies
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Public access to research data in language documentation: Challenges and possible strategies
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Evaluating phonemic transcription of low-resource tonal languages for language documentation
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In: LREC 2018 (Language Resources and Evaluation Conference) ; https://halshs.archives-ouvertes.fr/halshs-01709648 ; LREC 2018 (Language Resources and Evaluation Conference), May 2018, Miyazaki, Japan. pp.3356-3365 (2018)
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The lexeme in descriptive and theoretical morphology
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In: Language Science Press; (2018)
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The lexeme in descriptive and theoretical morphology
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In: Language Science Press; (2018)
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The lexeme in descriptive and theoretical morphology
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In: Language Science Press; (2018)
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The lexeme in descriptive and theoretical morphology
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In: Language Science Press; (2018)
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The lexeme in descriptive and theoretical morphology
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In: Language Science Press; (2018)
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The lexeme in descriptive and theoretical morphology
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In: Language Science Press; (2018)
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The lexeme in descriptive and theoretical morphology
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In: Language Science Press; (2018)
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The lexeme in descriptive and theoretical morphology
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In: Language Science Press; (2018)
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