conftrace_

pairwise evaluation

10 papers

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Co-occurring keywords · papers mentioning both

large language model (2) llm evaluator (2) visual reasoning (2) model evaluation (2) collaborative writing (1) elo rating system (1) question selection (1) collective intelligence (1) preference fairness (1) reasoning supervision (1)

Papers

Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models ACL 2026 ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction AAAI 2026 Pixels Don't Lie (But Your Detector Might): Bootstrapping MLLM-as-a-Judge for Trustworthy Deepfake Detection and Reasoning Supervision CVPR 2026 UDA: Unsupervised Debiasing Alignment for Pair-wise LLM-as-a-Judge AAAI 2026 Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025 The Comparative Trap: Pairwise Comparisons Amplifies Biased Preferences of LLM Evaluators EMNLP 2025 Trust or Escalate: LLM Judges with Provable Guarantees for Human Agreement ICLR 2025 Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024 MT-Ranker: Reference-free machine translation evaluation by inter-system ranking ICLR 2024 Choose Your Own Adventure: Paired Suggestions in Collaborative Writing for Evaluating Story Generation Models NAACL 2021