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  license: apache-2.0
 
 
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  license: apache-2.0
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+ language:
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+ - eu
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  ---
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+
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+
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+ # Model Card for xlm-roberta-large-lemma-eu
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+
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+ This model is a fine-tuned version of [xlm-roberta-large](https://huggingface.co/FacebookAI/xlm-roberta-large) for the contextual lemmatization task.
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+ The datasets used for training are extracted from the data of the [SIGMORPHON 2019 Shared Task](https://aclanthology.org/W19-4211/).
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+ The model for the Basque language was trained using [BDT corpus]().
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+
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+
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+ # Training Hyperparameters
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+
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+ SEED:
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+ EPOCHS:
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+ BATCH SIZE:
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+ GRADIENT ACCUMULATION STEPS:
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+ LEARNING RATE:
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+ WARMUP:
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+ WEIGHT DECAY:
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+
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+ # Results
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+
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+
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+
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+
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+ For more details you can see the paper and the repository:
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+ - 📖 Paper: [On the Role of Morphological Information for Contextual Lemmatization](https://direct.mit.edu/coli/article/50/1/157/118134/On-the-Role-of-Morphological-Information-for)
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+ - 🌐 Repository: [Datasets and training files](https://github.com/hitz-zentroa/ses-lemma)
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+
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+
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+ **Contact**: [Olia Toporkov](https://www.ixa.eus/node/13292) and [Rodrigo Agerri](https://ragerri.github.io/) HiTZ Center - Ixa, University of the Basque Country UPV/EHU
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+ **Funding**:
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+ **Model type**: xlm-roberta-large
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+ **Language(s) (NLP)**: Basque
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+ **License**: apache-2.0
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+
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+
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+
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+
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+
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+ # Citation
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+
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+ ```bibtext
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+ @article{10.1162/coli_a_00497,
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+ author = {Toporkov, Olia and Agerri, Rodrigo},
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+ title = "{On the Role of Morphological Information for Contextual
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+ Lemmatization}",
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+ journal = {Computational Linguistics},
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+ volume = {50},
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+ number = {1},
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+ pages = {157-191},
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+ year = {2024},
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+ month = {03},
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+ issn = {0891-2017},
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+ doi = {10.1162/coli_a_00497},
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+ url = {https://doi.org/10.1162/coli\_a\_00497},
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+ eprint = {https://direct.mit.edu/coli/article-pdf/50/1/157/2367156/coli\_a\_00497.pdf},
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+ }
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+
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+ ```