---
language: 
  - en
tags:
- sentence classification
- vossian antonomasia
license: "apache-2.0"
datasets:
- custom 
widget:
- text: Bijan wants Jordan to be the Elizabeth Taylor of men's fragrances.
metrics:
- f1
- precision
- recall
---

## English Vossian Antonomasia Sentence Classifier

This page presents a fine-tuned [BERT-base-cased](https://huggingface.co/bert-base-cased) language model for classifying sentences that include Vossian Antonomasia. 
The label "VA" corresponds to the occurrence of a Vossian Antonomasia in the sentence.

### Dataset

The dataset is a labeled Vossian Antonomasia dataset that evolved from [Schwab et al. 2019](https://www.aclweb.org/anthology/D19-1647.pdf) and was updated in [Schwab et al. 2022](https://doi.org/10.3389/frai.2022.868249).

### Results

F1 score: 0.974

For more results, please have a look at [our paper](https://doi.org/10.3389/frai.2022.868249).




---

### Cite

Please cite the following paper when using this model.

```
@article{schwab2022rodney,
  title={“The Rodney Dangerfield of Stylistic Devices”: End-to-End Detection and Extraction of Vossian Antonomasia Using Neural Networks},
  author={Schwab, Michel and J{\"a}schke, Robert and Fischer, Frank},
  journal={Frontiers in Artificial Intelligence},
  volume={5},
  year={2022},
  publisher={Frontiers Media SA}
}
```


---

### Interested in more?
Visit our [Website](http://vossanto.weltliteratur.net/) for more research on Vossian Antonomasia, including interactive visualizations for exploration.