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4 papers in the last four weeks, up 33% on the four weeks before. 0.0% of all new papers.

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  1. Eventual and Strong Eventual Notions in Public Announcements

    Sep 21, 2026Eiji YamadaDynamic Epistemic LogicTruth

    Department of Mathematical and Computing Science, Institute of Science Tokyo, Tokyo, Japan.

  2. Exact semantic readout from compressed vector representations

    Sep 16, 2026Daniel QuigleyContextual EmbeddingsReadout

    Center for Possible Minds Indiana University Bloomington Bloomington, IN 47408

  3. The Truth Was Never Gone: Perfect Aliasing in Compliant-Context Truth Probes

    Sep 12, 2026Dylan JayabahuTruthDeception

    University of Waterloo

  4. Modus Tollens and Counterfactuals and Counterfactual Reasoning Based on Three Types of Negation

    Sep 7, 2026Zhenghua PanNegationDeduction

    School of Science, Institute of Mathematics and Physics, Jiangnan University, Wuxi 214122, China

  5. Investigating Linear Probe Robustness to Linguistic Register, Medical Specialty, and Corpus Shifts in Medical QA

    Sep 1, 2026Nishant Mishra, Ameen Abu-Hanna, Iacer CalixtoMultilingual Healthcare Q&AText Corpora

    Department of Medical Informatics, Amsterdam UMC, University of Amsterdam · Amsterdam Public Health, Methodology, Amsterdam, The Netherlands

  6. Replicating TRACE: A Practitioner's Guide to Its Threshold and Particle Budget

    Sep 1, 2026Alex Chadyuk, Alicia Zhang, Roy KucukatesCausal GraphTraces

    LotusFlare Inc.

  7. Business Truth, not SQL Accuracy: A Rule-Gated 7B Analytics Agent Outperforms a Direct-Prompted 32B Baseline

    Aug 10, 2026Morris LeeData Science AgentsAnswer

    Independent Researcher

  8. TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs

    Aug 6, 2026Yanqi Wu, Runhe Lai, Xinhua Lu +5Citation Hallucination DetectionObject Hallucination

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China · Peng Cheng Laboratory, Shenzhen, China · Key Laboratory of Machine Intelligence and Advanced Computing, MOE, Guangzhou, China +2

  9. When Truth Is Distributed: Misinformation Derails Collective Fact Recovery in LLM-Based Multi-Agent Systems

    Aug 4, 2026Chenfei Yan, Zeyang Yue, Feifei Zhao +6MisinformationTruth

    Institute of Automation, Chinese Academy of Sciences · Beijing Institute of AI Safety and Governance · School of Artificial Intelligence, Beihang University +3

  10. Language Models Encode the Contextual Truth of Propositions

    Aug 4, 2026Rupak Sarkar, Pritika Ramu, Rachel RudingerTruthLLM Reasoning Strategies

    University of Maryland, College Park

  11. Can LVLMs Uncover the Truth Behind Visual Illusions? An Analysis of Perceptual and Reasoning Capabilities

    Jul 30, 2026Liangjie Zhao, Jiaqing Lyu, Kexin Tang +5IllusionsReasoning Skills

    Adelaide University · Tsinghua University · Amap, Alibaba Group +3

  12. Talked Out of the Truth: Sycophancy in the Reasoning Chains of Multimodal Models

    Jul 30, 2026Mahir Numayeer Islam, Gakuto Okuyama, Nikolaus Siauw +3SycophancyReasoning Chain

    Adelaide University · Akita International University · RNA Tech +2

  13. The Anatomy of a Truth Direction: Knowledge-Dependent Dimensionality, a Relational Law, and a Shared Category Geometry in Small Language Models

    Jul 18, 2026Francesco Karim VicidominiTruthHidden States

    Independent researcher

  14. Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories

    Jun 26, 2026Tianlong Wang, Yuhang Wang, Weibin Liao +5LLM Reasoning StrategiesReasoning Trajectory

    National Engineering Research Center of Software Engineering, Peking University · School of Computer Science, Peking University · Key Laboratory of High Confidence Software Technologies, Ministry of Education +1

  15. How to evaluate clustering with ground truth?

    Jun 25, 2026Pasi FräntiEvaluation MetricsSpearman Correlation

    School of Computing University of Eastern Finland Joensuu, Finland

  16. ConflictScore: Identifying and Measuring How Language Models Handle Conflicting Evidence

    Jun 24, 2026Siyi Liu, Aaron Halfaker, Dan Roth +1Evidence ConflictTruth

    University of Pennsylvania · Microsoft

  17. Rift: A Conflict Signature for Deception in Language Models

    Jun 15, 2026Petr NyomaDeceptionTruth

    Harmonic Labs

  18. The Truth Stays in the Family: Enhancing Contextual Grounding via Inherited Truthful Heads in Model Lineages

    Jun 14, 2026Miso Choi, Seonga Choi, Mincheol Kwon +3Large Language Model ReliabilityMultimodal Large Language Models

    Korea University, Seoul, Republic of Korea · Kakao Mobility Corp., Seongnam, Republic of Korea

  19. A Controlled Study of Decoding-Time Truthfulness Methods on Instruction-Tuned LLMs

    Jun 10, 2026Ao SunInstruction-Tuned ModelsTruth

    Independent Researcher

  20. TruthSplit: Operationalizing Conditional Validity in Arguments Through Multi-Perspective Reasoning

    Jun 8, 2026Benjamin Stieger, Maximilian Terberger, Thomas Huber +1Argumentation FrameworksTruth

    University of St. Gallen

  21. What Do People Actually Want From AI? Mapping Preference Plurality

    Jun 4, 2026Julia Sepúlveda Coelho, Scott A. HaleArtificial Intelligence AlignmentPreference Alignment Learning

    Oxford Internet Institute, University of Oxford, United Kingdom · Meedan, United States

  22. Decomposing Factual Sycophancy in Language Models: How Size and Instruction Tuning Shape Robustness

    Jun 4, 2026Victor De Marez, Luna De Bruyne, Walter DaelemansSycophancyInstruction-Tuned Models

    Centre for Computational Linguistics, Psycholinguistics and Sociolinguistics University of Antwerp Antwerp, Belgium

  23. The Unsampled Truth: Quantifying Prompt Artifacts in LM Psychometrics

    Jun 2, 2026Nils Schwager, Christoph Hau, Simon Münker +1Psychometric PropertiesPsychology

    Trier University, Trier, Germany

  24. TriEval: A Resource-Efficient Pipeline for LLM Bias, Toxicity, and Truthfulness Assessment

    Jun 2, 2026Akshatha Srikantha, Manpreet Singh, Yash Jajoo +1Large Language Model EvaluationLarge Language Model Bias

    University of California, Irvine, CA, USA · Boston University, Boston, MA, USA · New York University, New York City, NY, USA +1

  25. Hallucination Is Linearly Decodable from Mid-Layer Hidden States in Quantized LLMs

    May 30, 2026Aizierjiang AiersilanHidden StatesLarge Language Model Quantization

    University of Macau

  26. The Harsh Truth: Segment-Level Analysis of Harsh Driving Events in Milan Using Large-Scale Telematics, Street Networks, and Google Street View

    May 29, 2026Andrea La Grotteria, Paolo Santi, Titus Venverloo +2TrafficUrban Environments

    Senseable City Lab, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, 02139, MA, USA · Consiglio Nazionale delle Ricerche, Via G. Moruzzi 1, Pisa, 56124, Italy · AMS Institute, Gebouw 027W, Kattenburgerstraat 5, Amsterdam, 1018, Netherlands +1

  27. Position: Every Ground Truth is a Human Construction, not an Objective Truth

    May 28, 2026Charlotte Högberg, Ericka Johnson, Kiri L. WagstaffGround TruthHuman-Annotated Benchmark

    Lund University, Lund, Sweden · Linköping University, Linköping, Sweden · Oregon State University, Corvallis, OR, USA.

  28. Half-Truth Audio Detection and Localisation: A Lightweight Cross-Attentive Architecture and a Cross-Corpus Diagnostic Study

    May 28, 2026S. Sutharya, Remya K. SasiAudio Deepfake DetectionNeural Audio

    aDepartment of Computer Science, Cochin University of Science and Technology, India

  29. Proper Scoring Rules for Agentic Uncertainty Quantification

    May 23, 2026Suresh Raghu, Satwik Pandey, Shashwat PandeyUncertainty ScoreScoring

    Independent Researcher

  30. Mediative Fuzzy Logic: From Type-1 Foundations to Type-2, Type-3 and Quantum Extensions

    May 21, 2026Oscar Montiel RossFuzzyLogic

    Instituto Politécnico Nacional - CITEDI, AV. Instituto Politécnico Nacional 1310, Tijuana, 22435, Baja California, México

  31. Lying Is Just a Phase: The Hidden Alignment Transition in Language Model Scaling

    May 13, 2026Adil AminLarge Language Model AlignmentTruth

    ZEHEN Labs

  32. Incentivizing Truthfulness and Collaborative Fairness in Bayesian Learning

    May 12, 2026Rachael Hwee Ling Sim, Jue Fan, Xiao Tian +3Algorithmic FairnessIncentives

    Department of Computer Science, National University of Singapore, Singapore · Agency for Science, Technology and Research (A*STAR), Singapore · Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, USA

  33. The Truth Lies Somewhere in the Middle (of the Generated Tokens)

    May 11, 2026Sophie L. Wang, Phillip Isola, Brian CheungGlobal Average PoolingSemantic Representations

    1MIT.

  34. Tracking the Truth: Object-Centric Spatio-Temporal Monitoring for Video Large Language Models

    May 9, 2026Tri Cao, Khoi Le, Thong Nguyen +7Video Multimodal Large Language ModelsSpatio-Temporal Reasoning

    National University of Singapore · VinUniversity · Nanyang Technological University

  35. Truth or Tribe: How In-group Favoritism Prioritize Facts in Persona Agents

    May 2, 2026Shijun Lei, Hongyu Wang, Yunji Liang +3Social ReasoningBiases

    Northwestern Polytechnical University · Central University of Finance and Economics

  36. Debating the Unspoken: Role-Anchored Multi-Agent Reasoning for Half-Truth Detection

    Apr 21, 2026Yixuan Tang, Yirui Zhang, Hang Feng +1Fact-CheckingTruth

    School of Computing, National University of Singapore

  37. Rethinking Dataset Distillation: Hard Truths about Soft Labels

    Apr 20, 2026Priyam Dey, Aditya Sahdev, Sunny Bhati +2Diffusion-Based Dataset DistillationGeometry-Aware Uncertainty Coresets

    Vision and AI Lab, Indian Institute of Science, Bangalore · University of Maryland, Baltimore County · IIT Hyderabad

  38. Flow of Truth: Proactive Temporal Forensics for Image-to-Video Generation

    Apr 16, 2026Yuzhuo Chen, Zehua Ma, Han Fang +3Multimedia ForensicsDigital Forensics

    Anhui Province Key Laboratory of Digital Security (School of Cyber Science and Technology, University of Science and Technology of China), Hefei 230026, China

  39. CoT is Not the Chain of Truth: An Empirical Internal Analysis of Reasoning LLMs for Fake News Generation

    Feb 4, 2026Zhao Tong, Chunlin Gong, Yiping Zhang +5Large Language Model SafetyLLM Reasoning Strategies

    Institute of Information Engineering, Chinese Academy of Sciences · School of Cyber Security, University of Chinese Academy of Sciences · Shanghai AI Laboratory +3

  40. Training-free Truthfulness Detection via Sparse MLP Value Vectors

    Sep 22, 2025Runheng Liu, Heyan Huang, Xingchen Xiao +2TruthLarge Language Model Reliability

    Beijing Institute of Technology Beijing, China

  41. The Trilemma of Truth in Large Language Models

    Jun 30, 2025Germans Savcisens, Tina Eliassi-RadLarge Language Model ReliabilityTruth

    Khoury College of Computer Sciences Northeastern University, Boston, MA, USA · Network Science Institute Northeastern University, Boston, MA, USA · Santa Fe Institute, Santa Fe, NM, USA

  42. REAL: Reading Out Transformer Activations for Precise Localization in Language Model Steering

    Jun 10, 2025Li-Ming Zhan, Bo Liu, Chengqiang Xie +2Linear Activation SteeringTruth

    Department of Data Science and Artificial Intelligence The Hong Kong Polytechnic University Hong Kong S.A.R.