Update README.md

README.md

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 ---
 library_name: transformers
-tags: []
+license: mit
+language:
+- de
+pipeline_tag: text-classification
 ---
 
 # Model Card for Model ID
 
-<!-- Provide a quick summary of what the model is/does. -->
+Fine-tuned (XLM-R Large)[https://huggingface.co/FacebookAI/xlm-roberta-large] for task of classifying sentences as factual or not. The taxonomy for factual claims follows Wilms et al. 2021. The model was first trained on a Telegram dataset that was annotated using GPT-4o with this (prompt)[https://huggingface.co/Sami92/XLM-R-Large-ClaimDetection/blob/main/FactualityPrompt_GPT.txt]. In a second step it was trained on the data from Risch et al. 2021. It was tested on a sample of Telegram posts that were annotated by four trained coders.
 
 
 
@@ -188,12 +191,19 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 
 ## More Information [optional]
 
-[More Information Needed]
-
-## Model Card Authors [optional]
-
-[More Information Needed]
-
-## Model Card Contact
 
-[More Information Needed]
+@misc{wilms_annotation_2021,
+	title = {Annotation {Guidelines} for {GermEval} 2021 {Shared} {Task} on the {Identification} of {Toxic}, {Engaging}, and {Fact}-{Claiming} {Comments}. {Excerpt} of an unpublished codebook of the {DEDIS} research group at {Heinrich}-{Heine}-{University} {Düsseldorf} (full version available on request)},
+	author = {Wilms, L. and Heinbach, D. and Ziegele, M.},
+	year = {2021},
+}
+
+@inproceedings{risch_overview_2021,
+	address = {Duesseldorf, Germany},
+	title = {Overview of the {GermEval} 2021 {Shared} {Task} on the {Identification} of {Toxic}, {Engaging}, and {Fact}-{Claiming} {Comments}},
+	url = {https://aclanthology.org/2021.germeval-1.1},
+	booktitle = {Proceedings of the {GermEval} 2021 {Shared} {Task} on the {Identification} of {Toxic}, {Engaging}, and {Fact}-{Claiming} {Comments}},
+	publisher = {Association for Computational Linguistics},
+	author = {Risch, Julian and Stoll, Anke and Wilms, Lena and Wiegand, Michael},
+	year = {2021},
+}