Majority Voting

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10 papers in the last four weeks, up 25% on the four weeks before. 0.1% of all new papers.

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  1. What Wins a Vote? Formatting, Length, and Lexical Diversity in the French Compar:IA LLM Arena

    Oct 1, 2026Simonas Zilinskas, Maayeesha Farzana, Christophe BenaventRankingMajority Voting

    Compar:IA · Université Paris Dauphine-PSL

  2. From Discovery to Decision: Finite-Budget Recoverability in LLM Voting

    Oct 1, 2026Shaoang Li, Jian LiMajority VotingLarge Language Model Responses

    Stony Brook University

  3. Adapter Thickets: Splitting an RLVR Budget Beats Concentrating It

    Oct 1, 2026Jonathan Williams, Esin Tureci Karthik R. NarasimhanReinforcement Learning With Verifiable RewardMajority Voting

    Princeton University

  4. Outer Diversity of Condorcet Domains

    Sep 30, 2026Piotr Faliszewski, Jan Jabrocki, Mateusz Słuszniak +3ElectionsMajority Voting

    AGH University, Poland · University of Geneva, Switzerland · University of Oxford, United Kingdom

  5. Query-efficient winner prediction in district-based elections

    Sep 30, 2026Koustav De, Debajyoti Kar, Swagato SanyalElectionsMajority Voting

    Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, India · Department of Computer Science and Automation, Indian Institute of Science Bengaluru, India · School of Computer Science, University of Sheffield, United Kingdom

  6. Self-Repulsive Sampling for Diffusion Language Models

    Sep 30, 2026Michael Helcig, Martin JaggiDiffusion Language ModelsDiffusion Sampling

    ETH Zürich · EPFL

  7. Budget Boundary Effects in Test-Time Mathematical Reasoning

    Sep 30, 2026Guilin Zhang, Ziqi Tan, Wulan Guo +5Mathematical ReasoningTest Time

    Yantong AI

  8. Multi-agent discussion gains less when dissent is withheld

    Sep 29, 2026Chand Sahil Mansuri, Xin Wang, Mengying Li +4DisagreementMajority Voting

    School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA · School of Management, Binghamton University, Binghamton, NY, USA · IBM T. J. Watson Research Center, Yorktown Heights, NY, USA

  9. Social Choice Foundations for Simulation-Augmented Generation

    Sep 29, 2026Sonja Kraiczy, Smitha Milli, Ratip Emin Berker +6Scaling Improve Social SimulationMajority Voting

    University of Oxford · PrincInt · FAIR at Meta +4

  10. Reverse Sequential Proportional Approval Voting Rule: Proportionality and Approximation Guarantees

    Sep 28, 2026Georgios PapasotiropoulosElectionsMajority Voting

    University of Warsaw

  11. Nürnberg NLP at ChildSafeAds 2026: Structurally Dissimilar Voter Ensembles under Four Levels of Data Access

    Sep 28, 2026Philipp Steigerwald, Eric Rudolph, Jens AlbrechtContent ModerationMajority Voting

    Technische Hochschule Nürnberg Georg Simon Ohm

  12. Costly Voting in the Hotelling-Downs Model

    Sep 24, 2026Guy Wolf, Reshef MeirMajority VotingParticipation

    Technion—Israel Institute of Technology

  13. Vroom-Vroom at SHROOM-Visions: A Multi-Judge Committee for Detecting Hallucinated Spans in Vision-Language Outputs

    Sep 15, 2026Toqeer Ehsan, Nico Penttilä, Richard Schmidt +2Vision-Language Foundation ModelsHallucination Detection

    Reliable Intelligence Team, Physical AI, VTT Technical Research Centre of Finland

  14. Multi-Agent Learning with Cooperation-Driven Optimization Dynamics

    Sep 15, 2026Jarod Ketcha Kouakep, Sreyvi UANN, Timoteo CarlettiNeural NetworkLoss Function

    Department of Mathematics and Namur Institute for Complex Systems, naXys, University of Namur, Belgium · Department of Applied Mathematics and Statistics, Institute of Technology of Cambodia, Phnom Penh, Cambodia.

  15. On the disintegration of the stochastic majority vote: From PAC-Bayesian bounds to a self-bounding algorithm

    Sep 15, 2026Julien Bastian, Benjamin Leblanc, Pascal Germain +4Majority VotingGeneralization Bounds

    LabHC · Universit´e Jean Monnet Saint-´Etienne, CNRS, Institut d Optique Graduate School, Laboratoire Hubert Curien UMR 5516, F-42023, Saint-Etienne, France · LabHC, UJM, MALICE +6

  16. Boundary Voting Network for Ambiguity-Aware Timestamp-Supervised Action Segmentation

    Sep 8, 2026Runzhong Zhang, Yueqi Duan, Yang Chen +4Temporal Action SegmentationFine-Grained Video Understanding

    School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore · Department of Electronic Engineering, Tsinghua University, Beijing, China · Amazon, Seattle, America

  17. LetOccVote: Learning Weakly Supervised 3D Occupancy through Consensus

    Sep 4, 2026Chi Zhang, Qi Song, Feifei Li +23D Semantic Occupancy PredictionOccupancy

    Tsinghua University · Shenzhen Polytechnic University

  18. Beyond Majority Vote: Multi-Perspective Adjudication for Medical Hallucination Detection

    Sep 3, 2026Joe Cecil, Marjorie FreedmanCitation Hallucination DetectionHuman Annotators

    Information Sciences Institute, University of Southern California

  19. When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting

    Sep 1, 2026Ariel Smogorghevski, Nir Rosenfeld, Yaniv RomanoMarkov Chain Monte CarloConditional Distribution

    Department of Data and Decision Sciences, Technion – Israel Institute of Technology · Department of Computer Science, Technion – Israel Institute of Technology · Department of Electrical and Computer Engineering, Technion – Israel Institute of Technology

  20. OntoAligner-Ensemble: Voting-Based Fusion across Heterogeneous Ontology Alignment Techniques

    Aug 31, 2026Hamed Babaei Giglou, Sören Auer, Peio Popov +2EnsemblePluralistic Alignment

    TIB Leibniz Information Centre for Science and Technology, Hannover, Germany · L3S Research Center, Leibniz University of Hannover, Hannover, Germany · Graphwise, Sofia, Bulgaria +1

  21. Aggregate Disambiguation Systems

    Aug 31, 2026José María Lago, Albert Castellana, Edgars NemšeDisambiguationMajority Voting

    GenLayer Labs Research

  22. Jagged Judges: Epistemic Stability Under Silence, Pressure, and Persistence

    Aug 12, 2026Justin Zhao, Himaghna Bhattacharjee, Hannah Korevaar +2JudgesEpistemic Integrity

    1Meta Superintelligence Labs · 2FAIR at Meta

  23. When Self-Consistency Backfires: Majority Vote Hurts the Majority of Hard Science Problems for Small LLMs

    Aug 11, 2026Utkarsh BahugunaSelf-ConsistencyMajority Voting

    Scaler School of Technology

  24. Scaling Laws for Majority-based Opinion Dynamics in the Presence of Stubborn Agents

    Aug 11, 2026Luke Meredith, Arpan MukhopadhyayStrategic AgentsPhase Transitions

    University of Warwick

  25. Voting Method Synthesis on an Infinite Domain: A Possibility Theorem for Positive Involvement

    Aug 9, 2026Wesley H. HollidaySatisfiabilityMajority Voting

    University of California, Berkeley

  26. Blind to the Pivotal Vote: Aggregate Independence Metrics Miss Where Verification Actually Helps

    Aug 7, 2026Yang ShuMajority VotingLarge Language Model Judges

    Zhejiang University, Hangzhou, China

  27. Social Pressure Breaks Majority Voting in LLM Safety Panels

    Aug 5, 2026Yibo Hu, Jiaming QuLarge Language Model SafetyMajority Voting

    Illinois Institute of Technology · Amazon

  28. Learning Sexism Detection Using Multi-Agent Perspectivist Preference Optimization

    Aug 4, 2026Hadi Mohammadi, Tina Shahedi, Robert A. Bagheri +2GenderMajority Voting

    Department of Methodology and Statistics, Utrecht University, The Netherlands · Department of Information and Computing Sciences, Utrecht University, The Netherlands · Field Technology Innovations (FTI) & Robotics, Wageningen University & Research, The Netherlands

  29. Conformity Mitigations in Large Language Models Lie on a Single Resistance-Receptivity Frontier

    Aug 3, 2026Zafar Hussain, Kristoffer NielboMmlu-ProConformity

    Aarhus University

  30. It's the Decoding Format, Not the Perturbation: Auditing Consistency-Based Selection for Vision-Language Test-Time Scaling

    Aug 2, 2026Puzhuo Zheng, Hasan KurbanTextvqaTest Time

    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar

  31. Algorithms for Structured Elections under Thiele Voting Rules

    Jul 30, 2026Alexandra Lassota, Krzysztof SornatElectionsMajority Voting

    TU Eindhoven, the Netherlands · AGH University, Poland

  32. Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges

    Jul 28, 2026Quim Motger, Marc Oriol, Jordi Marco +1Multi-Agent DebateDebate

    Dpt. of Service and Information System Engineering, Universitat Politècnica de Catalunya, Barcelona, Spain · Dpt. of Computer Science, Universitat Politècnica de Catalunya, Barcelona, Spain

  33. Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections

    Jul 28, 2026Baran Peters, Gabor Hollbeck, Robert Jakob +1Political DiscourseEpistemic State Replication

    ETH Agentic Systems Lab · CORDA

  34. Exploration of the generative capabilities of Boltzmann machines applied to social systems under the majority rule

    Jul 25, 2026Mauricio A. Valle, Gonzalo A. RuzBoltzmann DistributionsModern Deep Networks

    Faculty of Engineering and Sciences Universidad Adolfo Ibáñez Millennium Nucleus for Social Data Science (SODAS) Santiago, Chile · Faculty of Engineering and Sciences Universidad Adolfo Ibáñez Millennium Nucleus for Social Data Science (SODAS) Millennium Nucleus in Data Science for Plant Resilience (PhytoLearning) Santiago, Chile

  35. Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles

    Jul 22, 2026Donghwan KimMajority VotingDiversity

    Aidentyx Inc., San Jose, CA, USA

  36. On the Structure of Address in Multi-Party Dialogue: From Discrete Labels to Continuous Levels

    Jul 17, 2026Taiga Mori, Koji Inoue, Divesh Lala +1Turn-TakingLatent Variable

    Graduate School of Informatics, Kyoto University, Japan

  37. HAT Super-Resolution and a PARSeq+CLIP4STR Voting Ensemble for Extreme In-the-Wild License Plate Recognition

    Jul 9, 2026Karthik Sivarama Krishnan, Koushik Sivarama KrishnanRobust License Plate RecognitionScene Text Recognition

    Independent Researcher · Ancestry

  38. Secure Decentralized Federated Learning via Gossip and Virtual Voting

    Jul 9, 2026Amirhossein Taherpour, Xiaodong WangGossipFederated Learning

    Department of Electrical Engineering, Columbia University, New York, NY, USA

  39. When LLMs Agree, Are They Right? Auditing Self-Consistency and Cross-Model Agreement as Confidence Signals

    Jul 9, 2026Kaihua DingSelf-ConsistencyJudges

    University of Pennsylvania

  40. From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b

    Jul 7, 2026Taeyun Roh, Eunha Lee, Wonjune Jang +3Biomedical TextQuestion-Answer Pairs

    Department of Computer Science and Engineering, Korea University, Seoul, 02841, Republic of Korea · Department of Mathematics, Myongji University, Yongin, 17058, Republic of Korea · 3AIGEN Sciences, Seoul, 04778, Republic of Korea

  41. Choosing a parallel heterogeneous ensemble method for tabular classification

    Jul 6, 2026Vassili Maillet, Gustavo, Angulo +1EnsembleTabular Learning

    Jesus · Mines Paris, PSL University, France

  42. LV-ROVER-MLT: Low-Resource Maltese OCR by Multi-Stream Voting

    Jun 30, 2026Adam DarmaninCharacter Error RateLow-Resource Languages

    Independent Researcher

  43. TreeAgent: A Generalizable Multi-Agent Framework for Automated Bias Labeling in Forestry via Compiled Expert Rules and Vision-Language Models

    Jun 30, 2026Shiyi Chen, Nicholas Saban, Collin Hargreaves +1Decision TreesModel-Based Multi-Agent Systems

    University of California, Berkeley, California, United States.

  44. Minority Sentinel: When to Overturn Majority Voting in Multi-Agent LLM Debates

    Jun 28, 2026Chuan He, Zebin Chen, Zhengyi Yang +5Multi-Agent DebateDebate

    University of New South Wales · Euler AI · Macquarie University

  45. Majority Vote Silences Minority Values: Annotator Disagreement at the Hate/Offensive Boundary in HateXplain

    Jun 27, 2026Joshua Muhumuza, Joab Ezra Agaba, Mercy AmiyoHate Speech DetectionDisagreement

    Makerere University, Kampala, Uganda.

  46. Measurable Majorities Are Not Finitely Axiomatizable

    Jun 24, 2026Lawrence S. Moss, Arthur Paul PedersenAxiomMajority Voting

    (†) Dept. of Mathematics, Indiana University, Bloomington. · (‡) Dept. of Computer Science & the Intel Investigations Lab, the City College of New York; the Graduate Center & Remote Sensing Earth Systems Institute, the City University of New York.

  47. The Measurable Majority

    Jun 22, 2026Lawrence S. Moss, Arthur Paul PedersenMajority VotingElections

    (†) Dept. of Mathematics, Indiana University, Bloomington. · (‡) Dept. of Computer Science & the Intel Investigations Lab, the City College of New York · the Graduate Center & Remote Sensing Earth Systems Institute, the City University of New York.

  48. Quality and Agreement in Multilabel Emotion Annotation: A Case Study and Evaluation Framework

    Jun 19, 2026Emily Öhman, Anna KoufakouEmotion RecognitionMulti-Label Classification

    Waseda University, Tokyo, Japan · Florida Gulf Coast University, Fort Myers FL, USA

  49. Mask Proposal Voting Based on Geodesic Framework for Robust Image Segmentation

    Jun 12, 2026Li Liu, Mingzhu Wang, Zhenjiang Li +2GeodesicMajority Voting

    Yuanshen Rehabilitation Institute, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China · Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, 200437 Shanghai, China · Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, 250117 Jinan, China +1

  50. Majority-of-Three is Optimal

    Jun 11, 2026Divit Rawal, Nikita ZhivotovskiyMajority VotingOptimal Learner

    Department of Statistics, University of California, Berkeley.

  51. Confidence Composition for Multiagent Language Model Systems

    Jun 11, 2026Ali Elahi, Michael J. Curry, Barbara Di EugenioMulti-Agent DebateConfidence Estimation

    University of Illinois Chicago

  52. A Multi-Modal Framework with Cross-Subject Pseudo-Labeling and Semantic Alignment for Micro-Gesture Recognition

    Jun 11, 2026Haoran Zhang, Haokun Zhang, Pengyu Liu +3CvprMajority Voting

    School of Computer Science and Information Engineering, Hefei University of Technology (HFUT), Hefei, China · School of Computer Science, University of Auckland(UOA), Auckland, New Zealand

  53. MARS: Margin-Adversarial Risk-controlled Stopping for Parallel LLM Test-time Scaling

    Jun 11, 2026Wenbo Chen, Puheng Li, Mengyang Liu +2Test-Time ScalingReasoning Traces

    Amazon · Stanford University · University of Pennsylvania

  54. Evaluation of Alternative-Based Information Systems for Deliberative Polling using an Agentic Simulator

    Jun 10, 2026Rwaida Alssadi, Khulud Alawaji, Balaji Kasula +4DeliberationMajority Voting

    Florida Institute of Technology · Princess Nourah Bint Abdulrahman · Free University of Bozen-Bozano

  55. TeamHerald@CHIPSAL 2026: Hate Speech Detection and Sentiment Analysis of Nepali Memes using Transformer-based Architectures and Ensemble Learning

    Jun 7, 2026Ashish Acharya, Anish Khatiwada, Rohit Khadka +1Hate Speech DetectionSentiment

    Herald College Kathmandu, Kathmandu, Nepal

  56. When Does Delegation Beat Majority? A Delegation-Based Aggregator for Multi-Sample LLM Inference

    Jun 6, 2026Yasushi Sakai, Allen Song, Kent LarsonMajority VotingDelegation

    1MIT Media Lab, Cambridge, MA

  57. Voting Protocols as Coordination Mechanisms for Role-Constrained Multi-Agent Tutoring Systems

    Jun 6, 2026Eric S. Qiu, Joyce GillMulti-Agent CoordinationCooperation

    Cornell University, Ithaca, New York, USA · Stanford University, Stanford, California, USA

  58. What Makes Majority Illusion Easy to Detect?

    Jun 2, 2026Šimon Schierreich, Ildikó SchlotterMajority VotingSocial Influence

    Czech Technical University in Prague · ELTE Centre for Economic and Regional Studies · Budapest University of Technology and Economics

  59. Democracy on Rugged Landscapes: Phase Transitions in Optimal Voting Rules

    Jun 1, 2026Joshua NunleyMajority VotingDemocracy

    Indiana University, Bloomington, IN, USA

  60. AGORA: Can Deliberation and Governance Gates Absorb Participation Bias in Transit Planning?

    May 31, 2026Jung-Hoon Cho, Cathy WuParticipationDeliberation

    Department of Civil and Environmental Engineering and Laboratory for Information & Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA. · Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, MA, USA.