cff-version: 1.2.0
message: "If you use this dataset, please cite the accompanying paper."
title: "Cost-Aware Protocol Routing: Matched Protocol Outcomes"
abstract: >-
  Per-problem matched outcomes for four LLM collaboration protocols (Baseline,
  Single, PER, Broadcast) across ten benchmark-by-solver settings, with
  fixed-order oracle labels, held-out router predictions, confidence-probe
  measurements, and the paper's aggregate result tables. Upstream benchmark
  problem text is not redistributed; stable identifiers and reconstruction
  instructions are provided instead.
type: dataset
license: CC-BY-4.0
version: "1.0.0"
date-released: "2026-09-23"
contact:
  - email: "bellayang@anl.gov"
    family-names: Yang
    given-names: Chih-Hsuan
authors:
  - family-names: Yang
    given-names: Chih-Hsuan
    affiliation: "Argonne National Laboratory, Lemont, IL, USA"
    email: "bellayang@anl.gov"
  - family-names: Jiang
    given-names: Jingyan
    affiliation: "Argonne National Laboratory, Lemont, IL, USA"
  - family-names: Yang
    given-names: Cheng-Hau
    affiliation: "Argonne National Laboratory, Lemont, IL, USA"
  - family-names: Vasudevan
    given-names: Vikram
    affiliation: "Oregon State University, Corvallis, OR, USA"
  - family-names: Zheng
    given-names: Huihuo
    affiliation: "Argonne National Laboratory, Lemont, IL, USA"
  - family-names: Vishwanath
    given-names: Venkatram
    affiliation: "Argonne National Laboratory, Lemont, IL, USA"
  - family-names: Thakur
    given-names: Rajeev
    affiliation: "Argonne National Laboratory, Lemont, IL, USA"
keywords:
  - multi-agent-systems
  - llm-routing
  - cost-aware-inference
  - calibration
  - reasoning
repository-code: "https://github.com/ChihHsuan-Yang/EMNLP_Cost-Aware-Protocol-Routing"
url: "https://chihhsuan-yang.github.io/EMNLP_Cost-Aware-Protocol-Routing/"
preferred-citation:
  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
  year: 2026
  collection-title: "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP)"
  identifiers:
    - type: other
      value: "arXiv:2608.14927"
  url: "https://arxiv.org/abs/2608.14927"
  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