Link the published RoboJev arXiv paper and citation

README.md

@@ -21,9 +21,9 @@ One-page summary with the released model, launch charts and input diagram, full
 **RoboJev: An Open Vision-Language Judge for Robot Success Detection**
 Josef Chen · Independent Researcher
 
-[PDF](https://huggingface.co/spaces/josefchen/RoboJev/resolve/main/paper/RoboJev.pdf) · [LaTeX source](https://huggingface.co/josefchen/RoboJev-27B/resolve/main/paper/RoboJev-arxiv-source.zip) · [Reproducibility bundle](https://huggingface.co/josefchen/RoboJev-27B/resolve/main/paper/RoboJev-reproducibility.zip) · [BibTeX](https://huggingface.co/josefchen/RoboJev-27B/resolve/main/paper/CITATION.bib)
+[arXiv](https://arxiv.org/abs/2610.33718) · [PDF](https://huggingface.co/spaces/josefchen/RoboJev/resolve/main/paper/RoboJev.pdf) · [LaTeX source](https://huggingface.co/josefchen/RoboJev-27B/resolve/main/paper/RoboJev-arxiv-source.zip) · [Reproducibility bundle](https://huggingface.co/josefchen/RoboJev-27B/resolve/main/paper/RoboJev-reproducibility.zip) · [BibTeX](https://huggingface.co/josefchen/RoboJev-27B/resolve/main/paper/CITATION.bib)
 
-Preprint; no arXiv identifier has been assigned. The paper describes the evaluated checkpoint at `e089a9b69a365744b80765057d86583647af95a9`.
+arXiv preprint [2610.33718](https://arxiv.org/abs/2610.33718). The paper describes the evaluated checkpoint at `e089a9b69a365744b80765057d86583647af95a9`.
 
 The Space code and existing launch assets retain their declared licences. Adding the manuscript does not change its separate publication rights; third-party figure inputs retain their credited licences.
 

paper/CITATION.bib

@@ -1,9 +1,10 @@
-@unpublished{chen2026robojev,
-  author = {Chen, Josef},
-  title = {{RoboJev: An Open Vision-Language Judge for Robot Success Detection}},
+@misc{chen2026robojev,
+  title = {RoboJev: An Open Vision-Language Judge for Robot Success Detection},
+  author = {Josef Liyanjun Chen},
   year = {2026},
   month = oct,
-  institution = {Independent Researcher},
-  url = {https://huggingface.co/josefchen/RoboJev-27B/resolve/main/paper/RoboJev.pdf},
-  note = {Unsubmitted manuscript. No arXiv identifier or DOI has been assigned.}
+  eprint = {2610.33718},
+  archivePrefix = {arXiv},
+  primaryClass = {cs.RO},
+  url = {https://arxiv.org/abs/2610.33718}
 }