Update README.md

README.md

@@ -12,4 +12,84 @@ datasets:
 - lmsys/toxic-chat
 - tasksource/jigsaw_toxicity
 - KoalaAI/Text-Moderation-Multilingual
----
+---
+
+# Constellation-One-Text-001
+
+An experimental text classification model fine-tuned from Microsoft/DeBERTa-V3 base for [Cockatoo](https://cockatoo.dev/)
+
+> [!Warning]
+> Highly experimental, may not produce production-grade accuracies
+
+This model is licensed under the `Apache-2.0` license.
+
+**Resources:**
+
+Training/Inferencing server: https://github.com/DominicTWHV/Cockatoo_ML_Training/
+
+Training Metrics: https://cockatoo.dev/ml-training.html
+
+## Datasets Used | Citations
+
+| Dataset | License | Link |
+| --- | --- | --- |
+| **Phishing Dataset** | MIT | [Hugging Face](https://huggingface.co/datasets/ealvaradob/phishing-dataset) |
+| **Measuring Hate Speech** | CC-BY-4.0 | [Hugging Face](https://huggingface.co/datasets/ucberkeley-dlab/measuring-hate-speech) |
+| **Tweet Eval (SemEval-2019)** | [See Citation]* | [Hugging Face](https://huggingface.co/datasets/cardiffnlp/tweet_eval) |
+| **Toxic Chat** | CC-BY-NC-4.0 | [Hugging Face](https://huggingface.co/datasets/lmsys/toxic-chat) |
+| **Jigsaw Toxicity** | Apache-2.0 | [Hugging Face](https://huggingface.co/datasets/tasksource/jigsaw_toxicity) |
+| **Text Moderation Multilingual** | Apache-2.0 | [Hugging Face](https://huggingface.co/datasets/KoalaAI/Text-Moderation-Multilingual) |
+
+---
+
+### Citation: ucberkeley-dlab/measuring-hate-speech
+
+```bibtex
+@article{kennedy2020constructing,
+  title={Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application},
+  author={Kennedy, Chris J and Bacon, Geoff and Sahn, Alexander and von Vacano, Claudia},
+  journal={arXiv preprint arXiv:2009.10277},
+  year={2020}
+}
+```
+
+### Citation: cardiffnlp/tweet_eval
+
+```bibtex
+@inproceedings{basile-etal-2019-semeval,
+    title = "{S}em{E}val-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in {T}witter",
+    author = "Basile, Valerio and Bosco, Cristina and Fersini, Elisabetta and Nozza, Debora and Patti, Viviana and Rangel Pardo, Francisco Manuel and Rosso, Paolo and Sanguinetti, Manuela",
+    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
+    year = "2019",
+    address = "Minneapolis, Minnesota, USA",
+    publisher = "Association for Computational Linguistics",
+    url = "https://www.aclweb.org/anthology/S19-2007",
+    doi = "10.18653/v1/S19-2007",
+    pages = "54--63"
+}
+
+```
+
+### Citation: lmsys/toxic-chat
+
+```bibtex
+@misc{lin2023toxicchat,
+      title={ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation}, 
+      author={Zi Lin and Zihan Wang and Yongqi Tong and Yangkun Wang and Yuxin Guo and Yujia Wang and Jingbo Shang},
+      year={2023},
+      eprint={2310.17389},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+
+### Citation: KoalaAI/Text-Moderation-Multilingual
+
+```bibtex
+@misc{text-moderation-large,
+  title={Text-Moderation-Multilingual: A Multilingual Text Moderation Dataset},
+  author={[KoalaAI]},
+  year={2025},
+  note={Aggregated from ifmain's and OpenAI's moderation datasets}
+}
+```