Update citation: paper published on arXiv (2607.25572)

README.md

@@ -63,7 +63,8 @@ vulnerability page has an ATT&CK tab with the model's suggestions (example:
 The methodology, evaluation protocol, and the negative result on
 LLM-assisted label expansion are described in 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).
+the Limits of LLM-Assisted Label Expansion*](https://arxiv.org/abs/2607.25572)
+(arXiv:2607.25572).
 
 DOI: [10.57967/hf/9623](https://doi.org/10.57967/hf/9623)
 
@@ -173,7 +174,7 @@ zero-shot embedding-similarity baseline reported in the paper. Across five
 seeds under the identical protocol, the numbers of record are recall@5
 0.673 ± 0.019, recall@3 0.536 ± 0.032, micro-F1 0.410 ± 0.006, macro-F1
 0.177 ± 0.014. The complete trainer logs are published in the
-[paper repository](https://github.com/vulnerability-lookup/cve-attack-mapping-paper/tree/main/trainer-logs).
+[paper repository](https://github.com/vulnerability-lookup/cve-attack-mapping-paper/tree/master/trainer-logs).
 
 ## Training procedure
 
@@ -255,17 +256,20 @@ The following hyperparameters were used during training:
 | LLM expansion dataset (negative result) | [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) |
 | LLM-expanded comparison model | [CIRCL/vulnerability-attack-technique-classification-roberta-base-llm-expanded](https://huggingface.co/CIRCL/vulnerability-attack-technique-classification-roberta-base-llm-expanded) | [10.57967/hf/9624](https://doi.org/10.57967/hf/9624) |
 | 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},
 }
 ```