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---
language:
- en
library_name: allennlp
pipeline_tag: token-classification
---
# XLM-RoBERTa Base CoBaLD parser
This version of parser is based on XLM-R Base encoder. The encoder weights were initialized from `xlm-roberta-base` model.
## Usage
1. Clone https://github.com/CobaldAnnotation/CobaldParser, go to the repo directory and install requirements.
2. Download the `model.tag.gz` file. You can do it manually of via:
```
git clone https://huggingface.co/CoBaLD/xlm-roberta-base-cobald-parser
```
3. Run `predict.sh` script to inference the model against an input conllu file you want to annotate with CoBaLD:
```
./predict.sh PATH_TO_MODEL.tar.gz INPUT.conllu OUTPUT.conllu
```
4. Now see the results in OUTPUT.conllu. |