metadata
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 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 and was updated in Schwab et al. 2022.
Results
F1 score: 0.974
For more results, please have a look at our paper.
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 for more research on Vossian Antonomasia, including interactive visualizations for exploration.