Update paper links and citation to published EMNLP Findings version

CITATION.cff

@@ -37,7 +37,7 @@ url: "https://chihhsuan-yang.github.io/EMNLP_Cost-Aware-Protocol-Routing/"
 repository-code: "https://github.com/ChihHsuan-Yang/EMNLP_Cost-Aware-Protocol-Routing"
 license: MIT
 preferred-citation:
-  type: article
+  type: conference-paper
   title: "LLMs Can Predict Failure Risk, But Struggle to Predict Which Collaboration Protocol Pays Off: Cost-Aware Protocol Routing Across Reasoning Tasks"
   authors:
     - family-names: Yang
@@ -55,5 +55,11 @@ preferred-citation:
     - family-names: Thakur
       given-names: Rajeev
   year: 2026
-  journal: "arXiv preprint arXiv:2608.14927"
-  url: "https://arxiv.org/abs/2608.14927"
+  month: 10
+  start: 26995
+  end: 27016
+  doi: "10.18653/2026.findings-emnlp.1275"
+  publisher:
+    name: "Association for Computational Linguistics"
+  collection-title: "Findings of the Association for Computational Linguistics: EMNLP 2026"
+  url: "https://aclanthology.org/2026.findings-emnlp.1275/"

README.md

@@ -26,11 +26,11 @@ language:
 
 # Cost-Aware Protocol Routing — router model card
 
-**EMNLP 2026 Accepted Paper**
+**Published in Findings of EMNLP 2026 · pp. 26995–27016**
 *LLMs Can Predict Failure Risk, But Struggle to Predict Which Collaboration Protocol Pays Off: Cost-Aware Protocol Routing Across Reasoning Tasks*
 
-[Paper (arXiv)](https://arxiv.org/abs/2608.14927) ·
-[PDF](https://arxiv.org/pdf/2608.14927) ·
+[Paper (ACL Anthology)](https://aclanthology.org/2026.findings-emnlp.1275/) ·
+[PDF](https://aclanthology.org/2026.findings-emnlp.1275.pdf) ·
 [Project page](https://chihhsuan-yang.github.io/EMNLP_Cost-Aware-Protocol-Routing/) ·
 [Code](https://github.com/ChihHsuan-Yang/EMNLP_Cost-Aware-Protocol-Routing) ·
 [Dataset](https://huggingface.co/datasets/AgentsSci/EMNLP_Cost-Aware-Protocol-Routing)
@@ -271,17 +271,28 @@ See `docs/REPRODUCE.md` in the repository for the full guide.
 ## Citation
 
 ```bibtex
-@article{yang2026protocolrouting,
-  title  = {{LLMs Can Predict Failure Risk, But Struggle to Predict Which
-            Collaboration Protocol Pays Off: Cost-Aware Protocol Routing
-            Across Reasoning Tasks}},
-  author = {Yang, Chih-Hsuan and Jiang, Jingyan and Yang, Cheng-Hau and
-            Vasudevan, Vikram and Zheng, Huihuo and Vishwanath, Venkatram and
-            Thakur, Rajeev},
-  journal = {arXiv preprint arXiv:2608.14927},
-  year    = {2026},
-  note    = {To appear at EMNLP 2026},
-  url     = {https://arxiv.org/abs/2608.14927}
+@inproceedings{yang-etal-2026-llms-predict,
+    title = "{LLM}s Can Predict Failure Risk, But Struggle to Predict Which Collaboration Protocol Pays Off: Cost-Aware Protocol Routing Across Reasoning Tasks",
+    author = "Yang, Chih-Hsuan  and
+      Jiang, Jingyan  and
+      Yang, Cheng-Hau  and
+      Vasudevan, Vikram  and
+      Zheng, Huihuo  and
+      Vishwanath, Venkatram  and
+      Thakur, Rajeev",
+    editor = "Lee, Hung-Yi  and
+      Dev, Sunipa  and
+      Li, Jessy  and
+      Elliott, Desmond",
+    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
+    month = oct,
+    year = "2026",
+    address = "Budapest, Hungary",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2026.findings-emnlp.1275/",
+    doi = "10.18653/2026.findings-emnlp.1275",
+    pages = "26995--27016",
+    ISBN = "979-8-89176-462-0"
 }
 ```