Incomplete Evidence

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

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  1. Learning to Retrieve Missing Evidence for Long-Term Memory QA

    Sep 29, 2026Yi-Xuan Deng, Yi Zhang, Wei Liu +2Incomplete EvidenceData Generation

    Tsinghua University

  2. SEAD: A State-Based Perspective on Attack and Defense in Tool-Using Agents

    Sep 28, 2026Xinjie Shen, Junran Wang, Rongzhe Wei +1LLM Defense MechanismsIncomplete Evidence

    Georgia Institute of Technology

  3. The Missing Complement: State-Conditioned Minimal Sufficient Evidence for Coding Agents

    Sep 17, 2026Zhexi Feng, Ruiyi Zhang, Yongbo Yang +1Incomplete EvidenceCoding Agents

    Department of Electrical and Computer Engineering University of California San Diego La Jolla, CA 92093, USA

  4. Before the Arrest: Benchmarking LLMs on Criminal Profiling from Incomplete Evidence

    Sep 17, 2026Yutong Yao, Yanjie Cao, Guanhua Chen +5MljaildeViolence Detection

    NLP2CT Lab, Faculty of Information Science and Computing, University of Macau · Faculty of Social Sciences, University of Macau

  5. When is Test-Time Adaptation Identifiable From Unlabeled Evidence?

    Sep 11, 2026Kartik Jhawar, Lipo WangStable Test-Time AdaptationTest-Time Adaptation

    Institute for Digital Molecular Analytics and Science School of Electrical and Electronic Engineering Nanyang Technological University, Singapore

  6. CLAIR-Fin: An Adversarial Multi-Agent Framework for Claim-Level Verification and Adaptive Debate in Cross-Modal Financial QA

    Aug 13, 2026Fatema Tuj Johora Faria, Mukaffi Bin Moin, Jubayer Al Mahmud +2Category-Aware Atomic ClaimsFinancial Question Answering

    Ahsanullah University of Science and Technology, Bangladesh · Jashore University of Science and Technology, Bangladesh · American International University - Bangladesh

  7. CRS-Triage: Confidence- and Reliability-Aware Selective Triage under Incomplete Clinical Evidence

    Aug 4, 2026Guan Qiang, Yushen Chen, Tianlong Liu +3TriageClinical Prediction

    Western University, London, Ontario, Canada · Centre for Addiction and Mental Health, Toronto, Ontario, Canada

  8. MaSRead: Content-Addressed Reading of Replicated Latent Stores

    Jul 21, 2026Carlos Baquero, Luís Brito, João ResendeReadoutIncomplete Evidence

    FEUP & INESC TEC, Universidade do Porto, Porto, Portugal · ESTG, Instituto Politécnico de Viana do Castelo, Viana do Castelo, Portugal · DCC, FCUP, Universidade do Porto, Porto, Portugal

  9. Evidence Subspace Projection: Measuring How Much Evidence Explains Deepfake Detection in Self-Supervised Speech Models

    Jul 13, 2026Yixuan Xiao, Cheng-Wei Lin, Xin Wang +5Audio Deepfake DetectionSelf-Supervised Speech Models

    University of Stuttgart, Germany · National Institute of Informatics, Japan · German Research Center for Artificial Intelligence (DFKI), Germany +1

  10. UniVAD v2: Unified Visual Anomaly Detection via Support-Conditioned Boundary Construction

    Jun 29, 2026Zhaopeng Gu, Bingke Zhu, Zhaowen Li +5Multimodal Anomaly DetectionUnsupervised Detection

    Foundation Model Research Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China · Yinwang Intelligent Technology Co. Ltd., China +4

  11. UECP: Uncertainty-Enhanced Collaborative Perception

    Jun 22, 2026Kang Yang, Tianci Bu, Peng Wang +3Collaborative PerceptionUncertainty-Aware Fusion

    Renmin University of China, Beijing, China · College of Systems Engineering, National University of Defense Technology, Changsha, China · Intelligent Shipping Center, China Waterborne Transport Research Institute, Beijing, China

  12. Selective QA over Conflicting Multi-Source Personal Memory: A Diagnostic Testbed and Method Comparison

    May 28, 2026Tiancheng Yang, Matthias Schonlau, Ilia SucholutskyConversational MemoryLarge Language Model Baselines

  13. Bridging the Detection-to-Abstention Gap in Reasoning Models under Insufficient Information

    May 27, 2026Renjie Gu, Jiaxu Li, Yihao Wang +8Large Reasoning ModelsIncomplete

    1Fudan University · 4Tsinghua University · 2Ant Group +1

  14. Evidence Absence Is Not Evidence Insufficiency: Diagnosing NEI Construction Artifacts in Fact Verification

    May 26, 2026Jingxi Qiu, Zeyu Han, Cheng HuangIncomplete EvidenceCategory-Aware Atomic Claims

    ZenWeave AI · Georgetown University

  15. When Symptoms Are Not Enough: Evidence-Weighting Patterns in Large Language Model Psychiatric Screening

    May 22, 2026Jianfeng Zhu, Megan Korhummel, Ruoming Jin +1Mental HealthDepression

    Departments of Computer Science1 and Psychological Science2 Kent State University Kent, OH USA

  16. Decision Support for Marketplace Policies under Incomplete Evidence: From Replay to Launch Readiness

    May 13, 2026Prashant Shekhar, Caroline HowardPolicy EvaluationSoftware Engineering Decision Support

    Department of Mathematics Embry-Riddle Aeronautical University, Daytona Beach, FL, USA

  17. Partial Evidence Bench: Benchmarking Authorization-Limited Evidence in Agentic Systems

    May 6, 2026Krti TallamIncomplete EvidenceModel Auditing

    KamiwazaAI

  18. When Attention Collapses: Residual Evidence Modeling for Compositional Inference

    May 4, 2026Niklas HoubaIncomplete EvidenceRepresentation Collapse

    Institute for Particle Physics and Astrophysics ETH Zurich

  19. RLM-on-KG: Heuristics First, LLMs When Needed: Adaptive Retrieval Control over Mention Graphs for Scattered Evidence

    Apr 18, 2026Andrea Volpini, Elie RaadGraph-Based Retrieval Augmented GenerationKnowledge Graphs

    WordLift

  20. Knowing When Not to Answer: Evaluating Abstention in Multimodal Reasoning Systems

    Apr 16, 2026Nishanth Madhusudhan, Vikas Yadav, Alexandre LacosteMultimodal ReasoningAbstention

    ServiceNow Research