Update README.md

README.md

@@ -36,13 +36,16 @@ configs:
     path: sSC/bf/train-*
   - split: ssc_af
     path: sSC/af/train-*
+license: mit
+language:
+- en
 ---
 
 
 # Multi Speaker StoryCloze
 
 A multispeaker spoken version of [StoryCloze](https://paperswithcode.com/dataset/storycloze) Synthesized with [Kokoro TTS](https://huggingface.co/hexgrad/Kokoro-82M).
-The dataset was synthesized to evaluate the performance of speech language models as detailed in the paper ["SIMS: Scaling Analysis of Interleaved Speech-Text Language Models"]().
+The dataset was synthesized to evaluate the performance of speech language models as detailed in the paper ["Scaling Analysis of Interleaved Speech-Text Language Models"](https://arxiv.org/abs/2504.02398).
 
 We refer you to the _SlamKit_ [codebase](https://github.com/slp-rl/slamkit) to see how you can evaluate your SpeechLM with this dataset.
 
@@ -69,5 +72,13 @@ The data has several fields:
 If you use this version of the dataset please cite our work:
 
 ```
-add
-```
+@misc{maimon2025scaling,
+      title={Scaling Analysis of Interleaved Speech-Text Language Models}, 
+      author={Gallil Maimon and Michael Hassid and Amit Roth and Yossi Adi},
+      year={2025},
+      eprint={2504.02398},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2504.02398}, 
+}
+```