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--- |
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language: |
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- am |
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thumbnail: "https://raw.githubusercontent.com/uhh-lt/amharicmodels/master/logo.png?token=AAIB2MYMI6TSIK7CHWYGHKTBQ3FQS" |
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tags: |
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- Amharic |
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- Semetic language |
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license: "mit" |
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datasets: |
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- Amharic_corpus_from_LT_group_UHH |
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widget: |
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- text: "አበበ <mask> በላ ።" |
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- text: "የአገሪቱ አጠቃላይ የስንዴ አቅርቦት ሶስት አራተኛው የሚመረተው በአገር <mask> ነው።" |
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- text: "ነገ ጥሩ <mask> የምንሰማ ይመስለኛል ።" |
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- text: "ግንባታውን የሚያከናውነው ተቋራጭ በቅርቡ እንደሚገለጽ <mask> አቶ መላኩ፣ ሕንፃው 1.2 ቢሊዮን ብር የሚደርስ ወጪ እንደሚጠይቅ አስታውቀዋል ።" |
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--- |
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[](https://github.com/uhh-lt/amharicmodels) |
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# Introduction |
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This is the Amharic RoBERTa transformer-based LM. It is part of the effort to build benchmark datasets and models for Amharic NLP. |
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# Examples |
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If you want to test the model in the `Hosted inference API`, copy the following texts to the box (right side) |
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Example 1: |
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`አበበ <mask> በላ ። ` |
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Example 2: |
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`የአገሪቱ አጠቃላይ የስንዴ አቅርቦት ሶስት አራተኛው የሚመረተው በአገር <mask> ነው።` |
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The example shows possible words for the `fill in the blank -- mask` task |
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# Resources and publication |
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More resource regarding Amharic NLP is available [here](https://github.com/uhh-lt/amharicmodels) |
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If you use the model in your work, please cite the following [paper](https://www.mdpi.com/1999-5903/13/11/275) |
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``` |
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@Article{fi13110275, |
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AUTHOR = {Yimam, Seid Muhie and Ayele, Abinew Ali and Venkatesh, Gopalakrishnan and Gashaw, Ibrahim and Biemann, Chris}, |
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TITLE = {Introducing Various Semantic Models for Amharic: Experimentation and Evaluation with Multiple Tasks and Datasets}, |
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JOURNAL = {Future Internet}, |
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VOLUME = {13}, |
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YEAR = {2021}, |
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NUMBER = {11}, |
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ARTICLE-NUMBER = {275}, |
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URL = {https://www.mdpi.com/1999-5903/13/11/275}, |
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ISSN = {1999-5903}, |
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DOI = {10.3390/fi13110275} |
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} |
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``` |
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