Logical Fallacies

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3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. The Privacy Fallacy of Crowdsourced Fine-Tuning: Extracting Proprietary Data via Topic-Based Poisoning

    Sep 27, 2026Sae Furukawa, Alina OpreaModel Fine-TuningPoisoning

    Khoury College of Computer Sciences, Northeastern University

  2. Fallacy Benchmarks Measure Scheme Recognition, Not Fallacy Detection

    Sep 16, 2026Navyansh Singh, Animesh Pathak, Aarav SinghLogical FallaciesFalse-Negative Rate

    IIIT Naya Raipur

  3. Translation Indeterminacy and the Distributional Fallacy

    Sep 7, 2026Michael CarlCross-Lingual ConsistencyLarge Language Models Fail

    Kent State University Modern and Classical Language Studies

  4. The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints

    Aug 8, 2026Tianle Yang, Cuiling Zhang, Chengzhe Sun +2SpeakerBiometrics

    University at Buffalo, Department of Linguistics, Buffalo, NY, United States · Southwest University of Political Science and Law, Institute of Intelligent Justice, Chongqing, China · Southwest University of Political Science and Law, School of Criminal Investigation, Chongqing, China +2

  5. FailureAtlas: A Taxonomy of Failure Modes in Multi-Provider LLM Serving Infrastructure

    Jul 20, 2026Vishal Pandey, Gopal SinghLatent Failure PatternsLarge Language Models Fail

    Metriqual London, UK · Metriqual Athens, GR

  6. Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies

    Jun 30, 2026Xudong Shen, Li Yuan, Ye Chen +3Logical FallaciesDebate

    Shenzhen International Graduate School, Tsinghua University · South China University of Technology

  7. Beyond Logical Forms: LLM-Extracted Patterns for Fallacy Classification

    Jun 25, 2026Eleni Papadopulos, Firoj Alam, Giovanni Da San MartinoLogical FallaciesLarge Language Models Fail

    Politecnico di Torino, Italy · Università di Padova, Italy · Qatar Computing Research Institute, Qatar

  8. ForEx: A Formal Verification Framework for Explainable Reasoning in Logical Fallacy Detection and Annotation

    Jun 20, 2026Pei-Cing Huang, Chienyu Liu, Chan Hsu +3Logical FallaciesLarge Language Model Evaluation

    Department of Information Management National Sun Yat-Sen University Kaohsiung, Taiwan · Graduate Institute of Data Science & Information Computing National Chung Hsing University Taichung, Taiwan

  9. Large-scale semantic mapping of learner agency and autonomy reveals what measurement and generative AI research overlook

    Jun 9, 2026Fei Qin, Xiaobo Liu, Yaowen Zhang +5Agentic LearningLinguistics

    School of Education, Tsinghua University, Beijing 100084, China · Department of Psychological and Cognitive Sciences, Tsinghua University, Beijing 100084, China · Institute of Education, University College London, London, UK

  10. The Lie We Tell: Correcting the Euclidean Fallacy in Vision Language Action Policies via Score Matching on Tangent Space

    Jun 1, 2026Bing-Cheng Chuang, I-Hsuan Chu, Bor-Jiun Lin +3Generalizable Vision-Language-Action PoliciesRobotic Manipulation

    Department of Computer Science and Information Engineering & Artificial Intelligence Center of Research Excellence, National Taiwan University, Taipei, Taiwan · Institute of Artificial Intelligence Innovation, National Yang Ming Chiao Tung University, Hsinchu, Taiwan · Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan.

  11. Tackling the Root of Misinformation by Teaching Laypeople about Logical Fallacies via Socratic Questioning and Critical Argumentation

    May 31, 2026Minjing Shi, Junling Wang, Jingwei Ni +2Logical FallaciesLarge Language Models Fail

    ETH Zurich, ETH AI Center

  12. Label Over Logic? How Source Cues Bias Human Fallacy Judgments More Than LLMs

    May 28, 2026Mahjabin Nahar, Nafis Irtiza Tripto, Aiping Xiong +2Logical FallaciesHuman Judgment

    The Pennsylvania State University

  13. The Open-Box Fallacy: Why AI Deployment Needs a Calibrated Verification Regime

    May 11, 2026Phongsakon Mark Konrad, Tim Lukas Adam, Ane Cathrine Holst Merrild +4Artificial Intelligence GovernanceArtificial Intelligence Deployment

    Centre for Industrial Software, University of Southern Denmark, Alsion 2, Sønderborg, 6400, Denmark · ProMake, Newark, DE, USA

  14. Agentic AI Scientists Are Not Built For Autonomous Scientific Discovery

    May 9, 2026Harshit Bisht, Vinay Kumar, Kevin Maik Jablonka +2Artificial Intelligence ScientistsScientific Agents

    Yardi School of Artificial Intelligence, Indian Institute of Technology Delhi · Laboratory of Organic and Macromolecular Chemistry (IOMC), Friedrich Schiller University Jena · Center for Energy and Environmental Chemistry Jena, Friedrich Schiller University Jena +3

  15. From Priors to Perception: Grounding Video-LLMs in Physical Reality

    May 6, 2026Zicheng Zhao, Chaofan Gan, Shijie Li +1Video DatasetPerception

    Shanghai Jiao Tong University

  16. LLMs can persuade only psychologically susceptible humans on societal issues, via trust in AI and emotional appeals, amid logical fallacies

    Apr 18, 2026Alexis Carrillo, Salvatore Citraro, Ali Aghazhadeh Ardebili +5PersuasionHuman-Ai Interaction

    CogNosco Lab, Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy · Institute of Information Science and Technologies “Alessandro Faedo", National Research Council, Italy · Thomas Lord Department of Computer Science, University of Southern California, Los Angeles, California, USA +2