model ranking

League of LLMs: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models ACL 2026 Ranking Reasoning LLMs under Test-Time Scaling ACL 2026 Towards Acyclic Preference Evaluation of Language Models via Multiple Evaluators AAAI 2026 Validating Automatic Evaluation of Controllable Counterspeech Generation: Rankings Matter More Than Scores EACL 2026 Are Bias Evaluation Methods Biased ? ACL 2025 Arena-lite: Efficient and Reliable Large Language Model Evaluation via Tournament-Based Direct Comparisons EMNLP 2025 Confidence and Stability of Global and Pairwise Scores in NLP Evaluation ACL 2025 Improving Your Model Ranking on Chatbot Arena by Vote Rigging ICML 2025 Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading ACL 2025 PiCO: Peer Review in LLMs based on Consistency Optimization ICLR 2025 ReasonerRank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks ACL 2025 Anchor Points: Benchmarking Models with Much Fewer Examples EACL 2024 Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics EACL 2024 Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks ACL 2024 GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models NeurIPS 2024 MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures NeurIPS 2024 Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics NeurIPS 2024 Ranking Large Language Models without Ground Truth ACL 2024 MixPath: A Unified Approach for One-shot Neural Architecture Search ICCV 2023 On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research EMNLP 2023 SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality NeurIPS 2023 The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks CoNLL 2023 Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022 Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking NeurIPS 2021 Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? ACL 2021