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24 papers in the last four weeks, up 118% on the four weeks before. 0.2% of all new papers.

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  1. Madeleine: Learning Involuntary Recall for Conversational Memory from Simulated Lives

    Oct 1, 2026Zhiyun ShiConversational MemoryFactual Recall

    Nanyang Technological University, Singapore

  2. STEER: Reducing Inference Cost in Relational Foundation Models through Semantically Informed Sampling

    Oct 1, 2026Abdalla Mohamed, Ashraf AboulnagaRelational DatabasesInference Cost

    University of Texas at Arlington

  3. When More Data Is Not Enough: The Context-Sufficiency Frontier in Generative AI Personalization

    Sep 30, 2026Merieme Askour, Ayoub MerimiPersonalizationGenerative Artificial Intelligence

  4. TReVS: Integrating Textual Relevance and Visual Saliency for Efficient Vision-Language Model Token Pruning

    Sep 29, 2026Jing Wang, Zhiping Wu, Dongdong Ren +3Visual Token PruningRecent Vision-Language Models

    School of Intelligence Science and Technology, Nanjing University · School of Electronic Science and Engineering, Nanjing University · Geely Automobile Research Institute (Ningbo) Co., Ltd., 315000 +1

  5. When to Retrieve, When to Stay: Uncertainty-Aware Temporal Evidence Allocation for Streaming Video-LLMs

    Sep 29, 2026Xiang Hu, Jiazuo Yu, Lu Zhang +2Streaming Video UnderstandingRelevance

    IIAU Lab, Dalian University of Technology

  6. Explaining Hyperbolic Neural Networks via Geometry-Aware Relevance Propagation

    Sep 28, 2026Ping Xiong, Shanglin Li, Yi Ding +2Hyperbolic LearningPropagation

    BIFOLD, Germany · Technische Universität Berlin, Germany · Nanyang Technological University, Singapore +3

  7. Learning What to Recall: Adaptive Multi-Cue Episodic Memory for World Models

    Sep 28, 2026Beomsu Kim, Chieh-Hsin Lai, Bac Nguyen +3Episodic MemoryFactual Recall

    KAIST · Sony Group Corporation · Imperial College London

  8. Beyond Retrieval Relevance: Scene-Grounded Risk Entailment for Vision-Language Driving

    Sep 28, 2026Jiaxin Liu, Ruilin Yu, Liang Peng +8Scene ReasoningHazard

    School of Vehicle and Mobility, Tsinghua University · Xiaomi EV · Jilin University

  9. Relevance Does Not Imply Applicability: Experience Activation for Personal GUI Agents

    Sep 27, 2026Fuyao Zhang, Xuan Wang, Zherui Li +3Graphical User Interface AgentsGraphical User Interface

    NTU & Alibaba

  10. MultiVENT-Raw: A Benchmark for Retrieval and Reasoning over Raw Videos

    Sep 23, 2026Reno Kriz, David Etter, Alexander Martin +11Large Multimodal ModelsRelevance

    Human Language Technology Center of Excellence · Johns Hopkins University · Georgetown University +2

  11. Realize What Matters: Principled Context Representation for Large-Scale Reasoning

    Sep 23, 2026Michael Theologitis, Dean Light, Shuyue Stella Li +3Contextual ReasoningRelevance

    University of Washington

  12. The Sirens' Song: When Proximal Background Context Overshadows Distant Evidence

    Sep 22, 2026Xiaoyu Yang, Jie Lu, Wei Duan +1Question-Answering BenchmarksRelevance

    Australian Artificial Intelligence Institute (AAII), Faulty of Engineering and Information Technology, University of Technology Sydney, Australia.

  13. Beyond Relevance: Structured Semantic Supervision for Product Search with LLM-Augmented Annotations

    Sep 20, 2026Girish A. Koushik, Swapnil Bhosale, Samarth Agrawal +4RelevanceAnnotations

    Computer Science, University of Surrey, Guildford, United Kingdom · People-Centred AI, University of Surrey, Guildford, United Kingdom · eBay USA +2

  14. Stress-testing Alignment Midtraining

    Sep 17, 2026Sid Baines, Jonathan Bostock, Maria Angelica Martinez +3Post-TrainingFrontier Models

    Arcadia Impact · Resolution

  15. Think Thrice Before Reranking: Multi-perspective Evidence and Reasoning Integration for Text Reranking

    Sep 17, 2026Lijun Liu, Zhengzong Chen, Wenyan Li +2RerankingRanking

    Honor Device Co., Ltd

  16. Null importance: Disentangling relevance for interpretable machine learning

    Sep 16, 2026Garvesh Raskutti, Kris Sankaran, Jiaxin YeFeature ImportanceImportance

    Department of Statistics, University of Wisconsin–Madison

  17. A Benchmark Framework for Screening Automation in Systematic Reviews

    Sep 16, 2026Gauransh Kumar, Luciano Marchezan, Guillaume Genois +2Systematic ReviewScreening

    Université de Montréal Montreal, Canada

  18. How Calibration Content Shapes Attention-Based Reranking

    Sep 15, 2026Petros Karypis, Hossein Rajaby Faghihi, Peter Chen +4Cross-Encoder RerankingRelevance

    UC San Diego · Google · Google DeepMind

  19. Empirical Evaluation of Open-Source Large Language Models for Retrieval-Augmented Generation in ESG Domain

    Sep 14, 2026Motaz Saad, Anna Borrelli, Ivan Gentile +3Large Language Model BenchmarksEmpirical Study

    University of Salento · University of Naples Federico II · IFAB Foundation

  20. Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation

    Sep 12, 2026Shiyu Zhang, Leisheng Cheng, Huifu LiAnnotationsDeliberation

    Baidu, Inc.

  21. Using Semantic Uncertainty to Estimate Transition Relevance in Turn-taking

    Sep 11, 2026Muhammad Umair, Jan P. de RuiterTurn-TakingUtterances

    Department of Computer Science Tufts University Medford, Massachusetts, USA

  22. Q2D-Web: A Large-Scale Benchmark for Retrieval in Agentic RAG Systems

    Sep 8, 2026Maximilian Schall, Sedigheh Eslami, Markus Krimmel +4Agentic Retrieval-Augmented Generation SystemsRetrievers

    Perplexity AI

  23. Jacap: Robust KV Cache Eviction via Jacobian-Based Nonlinear Information Capacity Preservation

    Sep 8, 2026Jiaming Yang, Chenwei Tang, Liangli Zhen +2Key-Value Cache EvictionCapacity

    College of Computer Science, Sichuan University, Chengdu, China · 2Engineering Research Center of Machine Learning and Industry Intelligence, Ministry of Education, Chengdu, China · Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Singapore

  24. When Semantically Consistent Encoding Meets View-Label Heterogeneity Modeling: A Unified Framework for Incomplete Multi-View Multi-Label Learning

    Sep 7, 2026Chengliang Liu, Bo Li, Bob Zhang +3Multi-Label ClassificationMulti-View

    PAMI Research Group, Department of Artificial Intelligence, University of Macau, Macau · PAMI Research Group, Department of Artificial Intelligence, and Centre for Artificial General Intelligence, Institute of Artificial Intelligence and Brain Sciences, University of Macau, Macau · School of Computer Science and Technology, Beijing Institute of Technology, Beijing 100811, China +2

  25. How Well Do Generative Music Models Follow Emotion Conditioning?

    Aug 30, 2026Morteza HeydariText-To-MusicRelevance

    Istinye University, Graduate School, Istanbul, Turkey

  26. RIDGE: Region-Informed Derivative-Guided Evidence Selection for Long Video Understanding

    Aug 30, 2026Shanqing Xu, Meng Luo, Mengchen Qian +7Video UnderstandingLong-Video Benchmarks

    Huazhong University of Science and Technology · National University of Singapore · Fudan University

  27. Which Histories Matter for Time Series Forecasting? Learning Predictive Relevance with Future Supervision

    Aug 24, 2026Yong-Hoon Choi, Kwang-Hyun Park, Youngjin ChoTime Series ForecastingRelevance

    Division of Robotics, Kwangwoon University Seoul 01897, Republic of Korea

  28. CROP: Task Relevance via Counterfactuals for Selective On-Policy Distillation

    Aug 13, 2026Enhan Li, Junhao He, Hongyang DuEfficient On-Policy DistillationToken-Level Supervision

    The University of Hong Kong

  29. Generative Universal Multimodal Retrieval with Dual-role Identifiers

    Aug 13, 2026Kaipeng Li, Haitao Yu, Xuanchen ZhouMultimodal RetrievalRelevance

    Independent Researcher, Tsukuba, Ibaraki, Japan · Institute of Library, Information and Media Science, University of Tsukuba, Tsukuba, Ibaraki, Japan · College of Knowledge and Library Sciences, University of Tsukuba, Tsukuba, Japan

  30. MAG: MAnifold Guided Semi-Supervised Multi-modal In-Context Learning

    Aug 13, 2026Zirui Cheng, Xun Xu, Tiankai Chen +7Multimodal Large Language ModelsMultimodal Learning

    College of Design and Engineering, National University of Singapore · Institute for Infocomm Research, ASTAR, Singapore

  31. EgoCITE: Context-Augmented Indexing and Time-Aware Retrieval for Long-Horizon Egocentric Memory

    Aug 12, 2026Le Zhang, Ke SunAgentic MemoryLong-Horizon Task Planning

    University of Michigan, Ann Arbor

  32. BREAD: Baseline-Referenced Explanations for Anomaly Diagnosis

    Aug 11, 2026Jiaqi Qiu, Rob Goedhart, Jannis Kurtz +1Graph Anomaly DetectionXai

    Department of Business Analytics, Amsterdam Business School, University of Amsterdam, Amsterdam, The Netherlands

  33. Post-Calibration Reliability Reranking of Relevance Decisions via Label-wise Monotone Projection

    Aug 11, 2026Inwoo Tae, Yongjae LeeRelevanceProjection

    UNIST Ulsan, Republic of Korea · LinqAlpha New York, NY, USA

  34. Persona Conditioning as an Assessor-Sensitivity Probe for LLM-Based IR Evaluation

    Aug 11, 2026Samaneh Mohtadi, Pietro Bernardelle, Joel Mackenzie +1Large Language Model EvaluationModel Judgments

    The University of Queensland · Brisbane, Australia

  35. From Relevance to Execution Utility: Reward-Aware Dynamic Execution Gating for Skill-Based LLM Agents

    Aug 10, 2026Liang He, Jingbo Wen, Hongyu Gu +5SkillsRelevance

    Tongji University · The University of Sydney · University of Science and Technology of China +4

  36. REVEAL: A Rubric-Guided Agent for Explicit Evidence Sufficiency Verificationin Long-Video Question Answering

    Aug 9, 2026Caijun Yan, Yang Zhou, Meixing Shi +4Long Video Question AnsweringVideo Understanding

    1Zhejiang University · 2Shanghai AI Laboratory

  37. Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation

    Aug 6, 2026Ziyun Xu, Bosen Ding, Yue Zhang +10RecommendationRelevance

    Meta Platforms Menlo Park, California, USA

  38. Beyond Relevance: Bayesian Evidence Acquisition for Agentic Whole-Slide Image Reasoning

    Aug 6, 2026Bryan Wong, Xun Xu, Huazhu Fu +2Whole-Slide ImagesComputational Pathology

    1Korea Advanced Institute of Science and Technology (KAIST) · Institute of Advanced Intelligence and Computing (IAIC), A*STAR · Centre for Frontier AI Research (CFAR), A*STAR

  39. One Ranking, Any Budget: Matryoshka Evidence-to-Context Frame Selection for Long-Video Understanding

    Aug 6, 2026Wang Chen, Yu Chen, Xiang Wang +3Matryoshka Representation LearningRelevance

    Media Analytics and Computing Lab, Xiamen University, Xiamen, China · Amap, Alibaba Group, China · Department of Computer Science, University of Rochester, Rochester, NY, USA

  40. SciQNet: Two-Stage Multimodal Adaptation for Scientific Image Quality Assessment

    Aug 6, 2026Yin-Loon Khor, Yi-Jie Wong, Jing Jie Tan +1Image Quality AssessmentMultimodal Evaluation

    Universiti Malaya · Universiti Tunku Abdul Rahman · National University of Singapore

  41. Training Documents Reranker with Search Rubrics for Deep Research Agent

    Aug 4, 2026Wenhan Liu, Yu Lu, Qiaolin Xia +8Cross-Encoder RerankingDeep Research

    1Gaoling School of Artificial Intelligence, Renmin University of China · 2Tencent, Beijing, China

  42. UniGD: A Unified Generative-Discriminative Framework for Industrial Retrieval

    Aug 4, 2026Shujie Ji, Yawei Kong, Yilin Zhao +3AdsRelevance

    Kuaishou Technology, Beijing, China

  43. Situation Aware Frontier Prioritization for Quadruped Search and Rescue

    Aug 3, 2026Kevin Farias, Santiago Martin, Barbara Flores +5Human-Centric Mission PlanningLegged Robots

    Robotics and AI Lab, Technological University of Uruguay, Rivera, Uruguay

  44. Advancing Relevance Measurement with Vision-Language Models for Web-Scale Search

    Aug 3, 2026Han Wang, Alex Whitworth, Pak Ming Cheung +5RelevanceHuman Annotations

    Pinterest · San Francisco, CA, USA

  45. Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents

    Aug 3, 2026Qi Liu, Jiaxin Mao, Fengbin Zhu +1Search AgentsRelevance

    Renmin University of China Beijing, China · National University of Singapore Singapore

  46. Ground, Cover, and Refine: Evidence-Centric Frame Selection for Long-Video Question Answering

    Aug 3, 2026Fan Wei, Siru Zhong, Runmin Dong +3Long Video Question AnsweringQuestion

    Department of Earth System Science, Tsinghua University · 5The Hong Kong University of Science and Technology (Guangzhou) · School of Artificial Intelligence, Sun Yat-Sen University +2

  47. HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems

    Aug 1, 2026Pritom Saha Akash, Phanideep Gampa, Chao Shen +2RelevanceHuman Annotations

    Amazon

  48. Coverage-Driven Adaptive Keyframe Selection for Video Understanding

    Aug 1, 2026Junyang Zhang, Puhan Luo, Chen Tang +2Keyframe SelectionVideo Understanding

    University of Science and Technology of China, Hefei, China

  49. AttnLink: Turning Attention into Schema Links for Text-to-SQL

    Aug 1, 2026Jinwang Song, Tao Liu, Haowen Zheng +3Text-To-SqlRelevance

  50. Evaluating and Pricing Advertisements in AI-Generated Responses

    Jul 30, 2026John L. Turner-Smith, Zimeng Huang, Yuhan Fu +2AdsBidding

    Carnegie Mellon University, Pittsburgh, PA, USA · College of AI, Tsinghua University, Beijing, China

  51. A New Role for Relevance: Guiding Corpus Interaction in Agentic Search

    Jul 27, 2026Jiangnan Li, Yuqing Li, Mo Yu +2Agentic SearchRelevance

    1Tencent · 2IIE-CAS

  52. OmniScope: Modality-Decoupled Token Compression for Omnimodal Large Language Models

    Jul 25, 2026Jinsen Su, Yongdong Luo, Yuexiao Ma +3Token CompressionOmni-Modal

    Media Analytics and Computing Lab, Xiamen University, Xiamen, China · Institute of Artificial Intelligence, Xiamen University, Xiamen, China · School of Informatics, Xiamen University, Xiamen, China +1

  53. Instance Hardness-Based Relevance for Imbalanced Regression

    Jul 22, 2026Vitor M. Leitao, Juscimara G. Avelino, George D. C. Cavalcanti +1Imbalanced ClassificationRare Events

    Centro de Inform´atica, Universidade Federal de Pernambuco, Recife, Brazil · ´Ecole de Technologie Sup´erieure, University of Quebec, Montreal, Canada

  54. Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking

    Jul 22, 2026Kailin Jiang, Lei Liu, Jian Xi +7RelevanceDocument

    University of Science and Technology of China · Yuanbao Team, Tencent · University of Chinese Academy of Sciences +1

  55. SkillSight: Calibrating Generic Content Bias for Skill Retrieval

    Jul 21, 2026Jinying Xiao, Bin Li, Xiaopeng Li +7SkillsRetrievers

    1National University of Defense Technology · 2Qinghai Normal University · 3Xizang University

  56. Fenced Citation-Context Retrieval for Case Law: Temporal Leakage and Degree Control Across Two Jurisdictions

    Jul 19, 2026Yao Liu, Tien-Ping Tan, Zhilan LiuCitationsRetrievers

    The Engineering and Technology College, Chengdu University of Technology, Leshan, China · School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia · Department of Art and Design, The Engineering and Technology College, Chengdu University of Technology, Leshan, China

  57. Does generative AI supersede supervised XMLC? A Benchmark Study on Automated Subject Indexing with German Scientific Literature

    Jul 16, 2026Maximilian Kähler, Katja Konermann, Lisa Kluge +1Openalex MetadataMulti-Label Classification

    Deutsche Nationalbibliothek Leipzig/ Frankfurt am Main, Germany

  58. On the Disagreement in Perturbation-based xAI -- Benchmarking Perturbation Choices for Flood Detection from SAR Images

    Jul 16, 2026Anastasia Schlegel, Ronny HänschXaiFlood Detection

    Microwaves and Radar Institute, German Aerospace Center (DLR), Weßling, 82234, Germany · Chair of Remote Sensing Technology, Department of Aerospace and Geodesy, Technical University of Munich, Munich, 80333, Germany

  59. Screening Is Effective for Visual Recognition

    Jul 15, 2026Shunya Shimomura, Kazuhiro HottaSelf-Supervised Vision TransformersVision Transformer

    Meijo University

  60. Relevance-Aware Rule: Structural Deletion of Irrelevant Conditions in Decision Trees

    Jul 15, 2026Jung-Sik Hong, Jeongeon Lee, Min Kyu Sim +1Decision TreesDeletion

    Department of Data Science, Seoul National University of Science and Technology