Update README.md

Added citation, and links to the table of contents.

README.md

@@ -21,12 +21,13 @@ configs:
 ---
 
 **Table of Contents**
-- 1- scope
-- 2- ethicality and reflexivity
-- 3- data pipeline
-- 4- data quality
-- 5-data management
-- 6- dataset curators
+- [Scope](#1--scope)
+- [Ethicality and Reflexivity](#2--ethicality-and-reflixivity)
+- [Data Pipeline](#3--data-pipeline)
+- [Data Quality](#4--data-quality)
+- [Data Management](#5--data-management)
+- [Dataset Curators](#dataset-curators)
+- [Dataset Citation](#dataset-citation)
 
 # 1- Scope
 
@@ -220,6 +221,19 @@ This dataset was originally curated by Seyed Masoud Fatemi<sup>1</sup>, Matthew
 
 Contact: mostafa.farrokhabadi@ucalgary.ca
 
+# Dataset Citation
+
+```
+@misc{dgri_lab_2026,
+	author       = {Seyed Masoud Fatemi and Muhammad Hamza Imtiaz and Matthew Schlegel and Eshta Bhardwaj and Christoph Becker and Mostafa Farrokhabadi },
+	title        = { SIIB-Time (Revision 4cc4602) },
+	year         = 2026,
+	url          = { https://huggingface.co/datasets/DGRI-Lab/SIIB-Time },
+	doi          = { 10.57967/hf/11084 },
+	publisher    = { Hugging Face }
+}
+```
+
 [1] Nikos Hatziargyriou, Jovica Milanovic, Claudia Rahmann, Venkataramana Ajjarapu, Claudio Canizares, Istvan Erlich, David Hill, Ian Hiskens, Innocent Kamwa, Bikash Pal, Pouyan Pourbeik, Juan Sanchez-Gasca, Aleksandar Stankovic, Thierry Van Cutsem, Vijay Vittal, and Costas Vournas. 2021. Definition and Classification of Power System Stability – Revisited & Extended. IEEE Transactions on Power Systems 36, 4 (2021), 3271–3281. https://doi.org/10.1109/TPWRS.2020.3041774
 
 [2] Jose Daniel Lara, Rodrigo Henriquez-Auba, Deepak Ramasubramanian, Sairaj Dhople, Duncan S. Callaway, and Seth Sanders. 2024. Revisiting Power Systems Time-Domain Simulation Methods and Models. IEEE Transactions on Power Systems 39, 2 (2024), 2421–2437. https://doi.org/10.1109/TPWRS.2023.3303291