Indexing Portuguese NLP Resources with PT-Pump-Up
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866911766208839680 |
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| author | Almeida, Rúben Campos, Ricardo Jorge, Alípio Nunes, Sérgio |
| author_facet | Almeida, Rúben Campos, Ricardo Jorge, Alípio Nunes, Sérgio |
| contents | The recent advances in natural language processing (NLP) are linked to training processes that require vast amounts of corpora. Access to this data is commonly not a trivial process due to resource dispersion and the need to maintain these infrastructures online and up-to-date. New developments in NLP are often compromised due to the scarcity of data or lack of a shared repository that works as an entry point to the community. This is especially true in low and mid-resource languages, such as Portuguese, which lack data and proper resource management infrastructures. In this work, we propose PT-Pump-Up, a set of tools that aim to reduce resource dispersion and improve the accessibility to Portuguese NLP resources. Our proposal is divided into four software components: a) a web platform to list the available resources; b) a client-side Python package to simplify the loading of Portuguese NLP resources; c) an administrative Python package to manage the platform and d) a public GitHub repository to foster future collaboration and contributions. All four components are accessible using: https://linktr.ee/pt_pump_up |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_15400 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Indexing Portuguese NLP Resources with PT-Pump-Up Almeida, Rúben Campos, Ricardo Jorge, Alípio Nunes, Sérgio Computation and Language Information Retrieval 68P20 I.7.1 The recent advances in natural language processing (NLP) are linked to training processes that require vast amounts of corpora. Access to this data is commonly not a trivial process due to resource dispersion and the need to maintain these infrastructures online and up-to-date. New developments in NLP are often compromised due to the scarcity of data or lack of a shared repository that works as an entry point to the community. This is especially true in low and mid-resource languages, such as Portuguese, which lack data and proper resource management infrastructures. In this work, we propose PT-Pump-Up, a set of tools that aim to reduce resource dispersion and improve the accessibility to Portuguese NLP resources. Our proposal is divided into four software components: a) a web platform to list the available resources; b) a client-side Python package to simplify the loading of Portuguese NLP resources; c) an administrative Python package to manage the platform and d) a public GitHub repository to foster future collaboration and contributions. All four components are accessible using: https://linktr.ee/pt_pump_up |
| title | Indexing Portuguese NLP Resources with PT-Pump-Up |
| topic | Computation and Language Information Retrieval 68P20 I.7.1 |
| url | https://arxiv.org/abs/2401.15400 |