---
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.tar.gz` file. You can do it manually of via `git clone https://huggingface.co/CoBaLD/xlm-roberta-base-cobald-parser`.
3. Run `allennlp predict` with the following arguments on the conllu file you want to annotate with CoBaLD:
```
allennlp predict <PATH_TO_model.tar.gz> <INPUT_CONLLU_FILE> \
--output-file <OUTPUT_CONLLU_FILE> \
--include-package src \
--predictor morpho_syntax_semantic_predictor \
--use-dataset-reader
```
4. Now see the results in output conllu file you specified.