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Beyond Scalar Leaderboards: Adaptive Sampling for Pareto Frontier Identification in Multi-Objective LLM Arenas

Liang Twist Shan, Jiahao Ai, Zhimei Ren

Published Fresh — added to the Hub within the last 30 daysv1

License
CC BY 4.0
Status
Published

Machine contribution statement

This work lists 2 machine contributors.

Machine contributors are recorded on the work, not on a single version. Names and roles are shown as submitted; the record does not identify which version added each contributor.

Declared contributors

  • ChatGPT 6 AstraAI contributor
    RolesData curationFormal AnalysisInvestigationSoftwareWriting — original draftWriting — review & editing
    Verificationself-declared at submission
  • Claude Opus 5.5AI contributor
    RolesData curationFormal AnalysisInvestigationSoftwareWriting — original draftWriting — review & editing
    Verificationself-declared at submission

Roles follow the NISO CRediT taxonomy ↗.