Create README.md

README.md

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+---
+language: 
+  - en
+tags:
+- sequence tagging
+- 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 Sequence Tagger
+
+This page presents a fine-tuned [BERT-base-cased](https://huggingface.co/bert-base-cased) language model for tagging Vossian Antonomasia expressions in text on word-level. 
+The tag {B,I}-SRC refers to the source chunk, {B,I}-MOD to the modifier chunk and {B,I}-TRG to the target chunk if existing.
+
+### 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: 0.926
+
+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.