Pairwise Comparison

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  1. Stability of Ranking-dependent Pair-wise Comparison Patterns in the Analytic Hierarchy Process

    Aug 6, 2026Vitaliy Tsyganok, Sergii Kadenko, Oleh AndriichukPairwise ComparisonPairwise Preference Evaluation

    Institute for Information Recording National Academy of Sciences of Ukraine Kyiv, Ukraine 03113

  2. string2string Studio: An Interactive, In-Browser Platform for String-to-String Algorithms

    Aug 4, 2026Mirac Suzgun, James Zou, Stuart M. Shieber +1Pairwise ComparisonSequence Alignment

    Stanford University · Harvard University

  3. ParEvalLayer: When Partial LLM-Agent Evaluations Support a Decision

    Aug 3, 2026Wei-Jung Huang, Bonan ShenPairwise ComparisonLLM Agent Evaluation

    Independent Researcher · United States

  4. Can Training Logs Make Model Comparisons More Precise?

    Aug 3, 2026Wei-Jung HuangPairwise ComparisonUncertainty Quantification

    Independent Researcher.

  5. Isotonic Bradley-Terry Model for Paired Comparison Data

    Aug 3, 2026Ryoya YamasakiPairwise Preference LearningPairwise Comparison

    Hitotsubashi Institute for Advanced Study, Hitotsubashi University, 2-1 Naka, Kunitachi, 186-8601, Tokyo, Japan.

  6. Ranking Infrared-Visible Fusion the Way Humans Do: A Learned Pairwise Preference Measure

    Aug 2, 2026Haoran Liu, Mingzhe Liu, Peng Li +1Pairwise Preference LearningMulti-Source Image Fusion

    School of Artificial Intelligence and Electronic Engineering, Sichuan Technology and Business University, Chengdu 611745, China · College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chengdu 610059, China · National Synchrotron Radiation Laboratory, University of Science and Technology of China, Hefei 230029, China

  7. ModelEquivBench: Certifying Multi-Relational Evaluation of LLM-Generated Optimization Models

    Jul 31, 2026Penglin Zhu, Jungang XuLLM EvaluationPairwise Comparison

    School of Computer Science and Technology, University of the Chinese Academy of Sciences

  8. (Towards) Scalable Reliable Automated Evaluation with Large Language Models

    Jul 30, 2026Bertil Braun, Martin ForellLLM EvaluationPairwise Comparison

    KIT

  9. Contrastive Concept Importance: Explaining Pairwise Class Decisions Through Automatically Extracted Concept Representations

    Jul 30, 2026Roel Visser, Isaac Roberts, Barbara HammerFeature AttributionPairwise Comparison

    Bielefeld University, Inspiration 1, 33619 Bielefeld, Germany

  10. How Many Tasks Are Enough for Agent Benchmark Decisions? A Replay Analysis of Public LLM Agent Benchmarks

    Jul 14, 2026Wei-Jung HuangPairwise ComparisonBenchmark Design

    Independent Researcher · United States

  11. Generalizing Preference-based Reinforcement Learning: a Rationality Model for Incomparability

    Jul 13, 2026Simone Drago, Marco Mussi, Leonardo Bianconi +1Pairwise Preference LearningPairwise Comparison

    Politecnico di Milano, Milan, Italy

  12. Geometric mean-based pairwise comparison method with the reference values -- statistical approach

    Jul 10, 2026Konrad Kułakowski, Jacek SzybowskiPairwise ComparisonPairwise Preference Evaluation

    AGH University of Krakow, WEAiIB, al. Mickiewicza 30, 30-059 Poland · AGH University of Krakow, WMS, al. Mickiewicza 30, 30-059 Poland

  13. Optimal Top-kk Identification from Pairwise Comparisons

    Jul 9, 2026Motti Goldberger, Nils RudiPairwise Preference LearningMulti-Armed Bandits

    Yale University, New Haven, CT, USA.

  14. Attention Limited Reward Learning

    Jul 6, 2026Wenqian XingPairwise Preference LearningReward Modeling

    Management Science and Engineering Department, Stanford University

  15. On Pairwise Quantile Regression -- Statistical Guarantees and Applications

    Jul 5, 2026Romain Thérézien, Stephan Clémençon, Fantin Girard +1Pairwise ComparisonQuantile Regression

    1LTCI, Télécom Paris, Institut Polytechnique de Paris · 2Idémia · 3Télécom Sud-Paris, Institut Polytechnique de Paris

  16. evalci: A Python Library for Statistically Rigorous Comparison of Language Model Evaluations

    Jul 5, 2026Shreyas K ChandrahasLLM EvaluationPairwise Comparison

  17. Towards Standardized Light Field Quality Assessment: Hybrid Subjective Benchmarking and Objective Metric Evaluation

    Jul 3, 2026Saeed Mahmoudpour, Mylene C. Q. Farias, Gi-Mun Um +6Pairwise ComparisonBenchmark Validity

    Dept. of Electronics and Informatics, Vrije Universiteit Brussel, Belgium · IMEC, Kapeldreef 75, Leuven, B-3001, Belgium

  18. Internal Pluralism and the Limits of Pairwise Comparisons

    Jul 2, 2026Bailey Flanigan, Michelle SiPairwise Preference LearningPairwise Comparison

    MIT, USA · Harvard, USA

  19. Ask the Right Comparison:Bias-Aware Bayesian Active Top-kk Ranking with LLM Judges

    Jul 2, 2026Jian Xu, Delu Zeng, John Paisley +1Pairwise ComparisonLLM-as-a-Judge

    RIKEN iTHEMS · RIKEN AIP · South China University of Technology +1

  20. Can LLMs Rank? A Tale of Triads and Triage

    Jun 29, 2026Gaurab Pokharel, Shafkat Farabi, Patrick J. Fowler +1Pairwise ComparisonSocial Choice Theory

    Virginia Tech Alexandria, VA · Washington University in St. Louis St. Louis, MO

  21. Pooled Leaderboards Hide System-Specific Winners: A Reporting-Protocol Audit of Offline Root-Cause Analysis Benchmarks

    Jun 28, 2026Lining Hu, Ting Liu, Yuzhuo FuPairwise ComparisonAlgorithmic Auditing

    School of Electronic, Information and Electrical Engineering Shanghai Jiao Tong University Shanghai, China

  22. ParaPairAudioBench: Paralinguistic Pairwise Audio Benchmark for LALM-as-a-Judge

    Jun 23, 2026Jisu Jeon, Seungyeon Jwa, Joosung Lee +6Audio-Language Model EvaluationPairwise Comparison

    Hongik University, South Korea · Seoul National University, South Korea · NAVER Cloud, South Korea +1

  23. To Compare, or Not to Compare: On Methodological Practices in Evaluating Social Bias

    Jun 23, 2026Federico Marcuzzi, Xuefei Ning, Roy Schwartz +1Pairwise ComparisonLLM Auditing

    INSAIT, Sofia University “St. Kliment Ohridski”, Bulgaria · Tsinghua University, China · The Hebrew University of Jerusalem, Israel +1

  24. Comparative Reasoning: Making an Audio Language Model Better at Comparing Emotions

    Jun 23, 2026Abinay Reddy Naini, Jaeyeon Kim, Chao-Han Huck Yang +2Audio-Language Model EvaluationPairwise Comparison

    Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, 15213, US · NVIDIA

  25. A Markov Chain Approach to Preference Alignment

    Jun 21, 2026Takuya Koriyama, Tengyuan LiangPairwise Preference LearningPairwise Comparison

    The University of Chicago

  26. Which Pairs to Compare for LLM Post-Training?

    Jun 17, 2026Jiangze Han, Vineet Goyal, Will MaPairwise Preference LearningPairwise Comparison

    Columbia University

  27. Prompt Perturbation for Reliable LLM Evaluation over Comparison Graphs

    Jun 16, 2026Dong Huang, Jianbo Sun, Pengkun YangLLM EvaluationPairwise Comparison

    Department of Statistics and Data Science, Tsinghua University

  28. TuneJury: An Open Metric for Improving Music Generation Preference Alignment

    Jun 15, 2026Yonghyun Kim, Junwon Lee, Haiwen Xia +5Text-to-Music GenerationMusic Generation Evaluation

    Georgia Tech · KAIST · Peking University +3

  29. How Much Coordination Gain Is Real? A Paired Noise-Floor Protocol for Multi-Agent LLM Benchmarks

    Jun 15, 2026Alibek T Kaliyev, Artem MaryanskyyMulti-Agent CoordinationPairwise Comparison

    The University of Texas at Austin · Uber

  30. Surprise-Guided MergeSort: Budget-Efficient Human-in-the-Loop Ranking via Adaptive Comparison Scheduling

    Jun 14, 2026Yujin Park, Haejun Chung, Ikbeom JangPairwise Preference LearningPairwise Comparison

    Hanyang University, Seoul, Republic of Korea · Hankuk University of Foreign Studies, Yongin, Republic of Korea