Add primary citation: Ong et al. Human Behavior Atlas (ICLR 2026)

README.md

@@ -25,6 +25,7 @@ tags:
   - pose-estimation
   - opensmile
 pretty_name: Human Behavior Atlas v2
+arxiv: 2510.04899
 size_categories:
   - 10K<n<100K
 configs:
@@ -229,7 +230,20 @@ python3 -m verl.trainer.main_ppo \
 
 ## Citation
 
-If you use this dataset, please cite the original source datasets as appropriate. Key references include:
+If you use this dataset, please cite the following paper:
+
+```bibtex
+@article{Ong2025HumanBehavior,
+  title={Human Behavior Atlas: Benchmarking Unified Psychological and Social Behavior Understanding},
+  author={Ong, Keane and Dai, Wei and Li, Carol and Feng, Dewei and Li, Hengzhi and Wu, Jingyao and Cheong, Jiaee and Mao, Rui and Mengaldo, Gianmarco and Cambria, Erik and Liang, Paul Pu},
+  journal={arXiv preprint arXiv:2510.04899},
+  year={2025}
+}
+```
+
+> Keane Ong, Wei Dai, Carol Li, Dewei Feng, Hengzhi Li, Jingyao Wu, Jiaee Cheong, Rui Mao, Gianmarco Mengaldo, Erik Cambria, Paul Pu Liang. "Human Behavior Atlas: Benchmarking Unified Psychological and Social Behavior Understanding." ICLR 2026. [arXiv:2510.04899](https://arxiv.org/abs/2510.04899)
+
+Please also cite the individual source datasets as appropriate:
 
 - CMU-MOSEI: Zadeh et al., "Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph", ACL 2018
 - MELD: Poria et al., "MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations", ACL 2019