mschwab/va_bert_classification

1---2language: 3  - en4tags:5- sentence classification6- vossian antonomasia7license: "apache-2.0"8datasets:9- custom 10widget:11- text: Bijan wants Jordan to be the Elizabeth Taylor of men's fragrances.12metrics:13- f114- precision15- recall16---17 18## English Vossian Antonomasia Sentence Classifier19 20This page presents a fine-tuned [BERT-base-cased](https://huggingface.co/bert-base-cased) language model for classifying sentences that include Vossian Antonomasia. 21The label "VA" corresponds to the occurrence of a Vossian Antonomasia in the sentence.22 23### Dataset24 25The 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).26 27### Results28 29F1 score: 0.97430 31For more results, please have a look at [our paper](https://doi.org/10.3389/frai.2022.868249).32 33 34 35 36---37 38### Cite39 40Please cite the following paper when using this model.41 42```43@article{schwab2022rodney,44  title={“The Rodney Dangerfield of Stylistic Devices”: End-to-End Detection and Extraction of Vossian Antonomasia Using Neural Networks},45  author={Schwab, Michel and J{\"a}schke, Robert and Fischer, Frank},46  journal={Frontiers in Artificial Intelligence},47  volume={5},48  year={2022},49  publisher={Frontiers Media SA}50}51```52 53 54---55 56### Interested in more?57Visit our [Website](http://vossanto.weltliteratur.net/) for more research on Vossian Antonomasia, including interactive visualizations for exploration.