| cff-version: 1.2.0 |
| message: "If you use this software or dataset, please cite the paper." |
| title: "LLMs Can Predict Failure Risk, But Struggle to Predict Which Collaboration Protocol Pays Off: Cost-Aware Protocol Routing Across Reasoning Tasks" |
| abstract: >- |
| Research artifact for the EMNLP 2026 paper on cost-aware protocol routing. |
| Releases matched four-protocol outcomes, fixed-order oracle labels, held-out |
| router evaluations, and post-answer confidence analyses across ten |
| model-condition settings. |
| authors: |
| - family-names: Yang |
| given-names: Chih-Hsuan |
| affiliation: Argonne National Laboratory |
| email: bellayang@anl.gov |
| - family-names: Jiang |
| given-names: Jingyan |
| affiliation: Argonne National Laboratory |
| - family-names: Yang |
| given-names: Cheng-Hau |
| affiliation: Argonne National Laboratory |
| - family-names: Vasudevan |
| given-names: Vikram |
| affiliation: Oregon State University |
| - family-names: Zheng |
| given-names: Huihuo |
| affiliation: Argonne National Laboratory |
| - family-names: Vishwanath |
| given-names: Venkatram |
| affiliation: Argonne National Laboratory |
| - family-names: Thakur |
| given-names: Rajeev |
| affiliation: Argonne National Laboratory |
| identifiers: |
| - type: other |
| value: "arXiv:2608.14927" |
| description: arXiv preprint |
| 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 |
| 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 |
| given-names: Chih-Hsuan |
| - family-names: Jiang |
| given-names: Jingyan |
| - family-names: Yang |
| given-names: Cheng-Hau |
| - family-names: Vasudevan |
| given-names: Vikram |
| - family-names: Zheng |
| given-names: Huihuo |
| - family-names: Vishwanath |
| given-names: Venkatram |
| - family-names: Thakur |
| given-names: Rajeev |
| year: 2026 |
| journal: "arXiv preprint arXiv:2608.14927" |
| url: "https://arxiv.org/abs/2608.14927" |
|
|
