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nlp:low-resource_nlp

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nlp:low-resource_nlp [2023/02/15 01:30] – [Papers] jmflanignlp:low-resource_nlp [2024/05/15 06:39] (current) – jmflanig
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   * [[https://arxiv.org/pdf/2202.12499.pdf|Wang et al 2022 - PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks]]   * [[https://arxiv.org/pdf/2202.12499.pdf|Wang et al 2022 - PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks]]
   * [[https://aclanthology.org/2022.acl-long.108.pdf|Zhang et al 2022 - How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language]]   * [[https://aclanthology.org/2022.acl-long.108.pdf|Zhang et al 2022 - How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language]]
-  * AfriBERTA: [[https://aclanthology.org/2021.mrl-1.11.pdf|Ogueji et al 2021 - Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages]]+  * AfriBERTa: [[https://aclanthology.org/2021.mrl-1.11.pdf|Ogueji et al 2021 - Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages]]
  
 ===== Datasets ===== ===== Datasets =====
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     * See [[https://www.cs.unc.edu/~shiyue/|Shiyue Zhang's work]]     * See [[https://www.cs.unc.edu/~shiyue/|Shiyue Zhang's work]]
     * [[https://github.com/ZhangShiyue/ChrEn|ChrEn dataset]] for MT     * [[https://github.com/ZhangShiyue/ChrEn|ChrEn dataset]] for MT
 +  * African Languages
 +    * NER: [[https://github.com/masakhane-io/masakhane-ner/|MasakhaNER]] [[https://arxiv.org/pdf/2103.11811.pdf|Adelani et al 2021 - MasakhaNER: Named entity recognition for African languages]]
 +  * Many
 +    * Google's **Under-Represented Languages for NLP**: [[https://github.com/google-research/url-nlp|github]]
  
 ===== Conferences and Workshops ===== ===== Conferences and Workshops =====
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 ===== Courses and Tutorials ===== ===== Courses and Tutorials =====
   * [[https://github.com/neubig/lowresource-nlp-bootcamp-2020|CMU LTI Low Resource NLP Bootcamp 2020]]   * [[https://github.com/neubig/lowresource-nlp-bootcamp-2020|CMU LTI Low Resource NLP Bootcamp 2020]]
 +
 +===== People =====
 +  * [[https://scholar.google.com/citations?user=_MQ_lNgAAAAJ&hl=en|Shruti Rijhwani]]
  
 ===== Related Pages ===== ===== Related Pages =====
   * [[machine_translation#low-resource|Machine Translation - Low-Resource]]   * [[machine_translation#low-resource|Machine Translation - Low-Resource]]
  
nlp/low-resource_nlp.1676424606.txt.gz · Last modified: 2023/06/15 07:36 (external edit)
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