pytorch roberta fill-mask en arxiv:2110.12010 transformers license:apache-2.0 autotrain_compatible
---
language: en
license: apache-2.0
---

Using the [DistilRoBERTa](https://huggingface.co/distilroberta-base) model as starting point, the ClimateBERT Language Model is additionally pretrained on a text corpus comprising climate-related research paper abstracts, corporate and general news and reports from companies. The underlying methodology can be found in our [language model research paper](https://arxiv.org/abs/2110.12010).

### BibTeX entry and citation info

```bibtex
@article{wkbl2021,
        title={ClimateBERT: A Pretrained Language Model for Climate-Related Text},
        author={Webersinke, Nicolas and Kraus, Mathias and Bingler, Julia and Leippold, Markus},
        journal={arXiv preprint arXiv:2110.12010},
        year={2021}
}
```