Upload README.md

README.md

@@ -1,3 +1,49 @@
 ---
 license: cc-by-nc-4.0
+pretty_name: DlgQuest-Cities Training Artifacts
+language:
+  - en
+tags:
+  - visual-place-recognition
+  - multimodal
+  - dialogue
+  - question-generation
+  - arxiv:2607.14115
 ---
+
+# DlgQuest-Cities training artifacts
+
+This repository provides the released training files for
+[DialogueVPR: Towards Conversational Visual Place Recognition](https://arxiv.org/abs/2607.14115):
+
+- `dq_cities_sft_train_20k.jsonl`: supervised question-generation examples.
+- `dq_cities_grpo_train_10k.jsonl`: GRPO examples with retrieval-reward metadata.
+- `dq_cities_long_captions.tar.gz`: fine-grained street-view descriptions.
+
+
+Street-view images are not redistributed. Obtain them through
+[GSV-Cities](https://github.com/amaralibey/gsv-cities) and follow the directory layout in the
+[official DlgPR repository](https://github.com/Graysonggg/DlgPR). The final DQ-Pilot checkpoint
+is available at [graysonggg/dlgpr](https://huggingface.co/graysonggg/dlgpr).
+
+## Citation
+
+```bibtex
+@inproceedings{song2026dialoguevpr,
+  title={DialogueVPR: Towards Conversational Visual Place Recognition},
+  author={Song, Yukun and Wang, Changwei and Pei, Xingtian and Xu, Shibiao and Xu, Wenhao and Chen, Shunpeng and Zhang, Yu and Zhang, Ke and Xu, Rongtao and Feng, Xuxiang and Wang, Pengyang},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
+  pages={41100--41110},
+  year={2026}
+}
+
+@misc{song2026dialoguevpr_arxiv,
+  title={DialogueVPR: Towards Conversational Visual Place Recognition},
+  author={Song, Yukun and Wang, Changwei and Pei, Xingtian and Xu, Shibiao and Xu, Wenhao and Chen, Shunpeng and Zhang, Yu and Zhang, Ke and Xu, Rongtao and Feng, Xuxiang and Wang, Pengyang},
+  year={2026},
+  eprint={2607.14115},
+  archivePrefix={arXiv},
+  primaryClass={cs.AI},
+  url={https://arxiv.org/abs/2607.14115}
+}
+```