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license: apache-2.0 |
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language: |
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- el |
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pipeline_tag: token-classification |
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This repository contains the models used in the gr-nlp-toolkit project (https://github.com/nlpaueb/gr-nlp-toolkit). |
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The toolkit includes the following models, all designed specifically for processing the Greek language: |
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- Named Entity Recognition (NER): Identifies and classifies named entities in Greek text, |
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such as names of people, organizations, and locations. |
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- Dependency Parsing (DP): Analyzes the grammatical structure of Greek sentences by identifying relationships between words and their dependencies. |
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- Part Of Speech tagging (POS): Tags each word in Greek text with its corresponding part of speech (e.g., noun, verb, adjective), along with its morphological features. |
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**Note:** |
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These models cannot be used as standalone tools; they are integrated into the gr-nlp-toolkit and can only be utilized through it. |
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References: |
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- C. Dikonimaki, "A Transformer-based natural language processing toolkit for Greek -- Part of speech tagging and dependency parsing", BSc thesis, Department of Informatics, Athens University of Economics and Business, 2021. http://nlp.cs.aueb.gr/theses/dikonimaki_bsc_thesis.pdf |
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- N. Smyrnioudis, "A Transformer-based natural language processing toolkit for Greek -- Named entity recognition and multi-task learning", BSc thesis, Department of Informatics, Athens University of Economics and Business, 2021. http://nlp.cs.aueb.gr/theses/smyrnioudis_bsc_thesis.pdf |
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