Update citation: paper published on arXiv (2607.25572)

README.md

@@ -60,8 +60,8 @@ into the 972 expert-labeled training rows.
 
 The paper
 [*Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and
-the Limits of LLM-Assisted Label Expansion*](https://github.com/vulnerability-lookup/cve-attack-mapping-paper)
-uses this pair of checkpoints to answer the question "can LLM-assisted
+the Limits of LLM-Assisted Label Expansion*](https://arxiv.org/abs/2607.25572)
+(arXiv:2607.25572) uses this pair of checkpoints to answer the question "can LLM-assisted
 labeling extend a small expert gold set?" — and the answer is **no, not at
 this agreement level**: no reliable ranking improvement at any expansion
 size from 100 to 984 CVEs, and measurable degradation of rare-technique
@@ -230,17 +230,20 @@ The following hyperparameters were used during training:
 | Gold dataset (1,207 CVEs, CTID-curated labels) | [CIRCL/vulnerability-attack-techniques](https://huggingface.co/datasets/CIRCL/vulnerability-attack-techniques) | [10.57967/hf/9621](https://doi.org/10.57967/hf/9621) |
 | LLM expansion dataset (984 LLM-labeled CVEs) | [CIRCL/vulnerability-attack-techniques-llm-scaling](https://huggingface.co/datasets/CIRCL/vulnerability-attack-techniques-llm-scaling) | [10.57967/hf/9622](https://doi.org/10.57967/hf/9622) |
 | Code | [vulnerability-lookup/VulnTrain](https://github.com/vulnerability-lookup/VulnTrain) | — |
-| Paper + trainer logs | [vulnerability-lookup/cve-attack-mapping-paper](https://github.com/vulnerability-lookup/cve-attack-mapping-paper) | — |
+| Paper | [arXiv:2607.25572](https://arxiv.org/abs/2607.25572) | — |
+| Paper LaTeX source + trainer logs | [vulnerability-lookup/cve-attack-mapping-paper](https://github.com/vulnerability-lookup/cve-attack-mapping-paper) | — |
 
 ## Citation
 
 ```bibtex
-@misc{bonhomme2026cveattack,
-  title  = {Mapping CVEs to MITRE ATT\&CK Techniques: A Curated Gold-Set
-            Classifier and the Limits of LLM-Assisted Label Expansion},
-  author = {Bonhomme, C{\'e}dric},
-  year   = {2026},
-  note   = {Preprint},
+@misc{bonhomme2026mappingcvesmitreattck,
+      title={Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion},
+      author={Cédric Bonhomme and Alexandre Dulaunoy},
+      year={2026},
+      eprint={2607.25572},
+      archivePrefix={arXiv},
+      primaryClass={cs.CR},
+      url={https://arxiv.org/abs/2607.25572},
 }
 ```