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README.md
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license: apache-2.0
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---
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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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# Model Card for xlm-roberta-large-lemma-eu
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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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# Training Hyperparameters
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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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# Results
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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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**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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# Citation
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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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