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8 papers in the last 28 days · 0.2% of indexed attention

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Period ending 2026-09-14

5 new papers

A weekly snapshot of new work published in Relevance.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Relevance.

144 papers

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

    Sep 12, 2026Shiyu Zhang, Leisheng Cheng, Huifu LiMulti-Agent DebateDeliberation

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

    Sep 11, 2026Muhammad Umair, Jan P. de RuiterTurn-TakingLarge Language Model Uncertainty

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

    Sep 8, 2026Maximilian Schall, Sedigheh Eslami, Markus Krimmel +4Multi-Hop Question Answering BenchmarksAgentic Benchmarks

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

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

  5. 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

  6. Does This Moment Justify the Recommendation? Counterfactual Behavior-Grounded Evidence Retrieval for Personalized Video Recommendation

    Sep 1, 2026Xin LiuVideo Temporal GroundingFine-Grained Video Understanding

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

    Aug 30, 2026Morteza HeydariGenerative Music ModelsGenerative

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

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

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

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

  10. Generative Universal Multimodal Retrieval with Dual-role Identifiers

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

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

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

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

    Aug 12, 2026Le Zhang, Ke SunAgent MemoryLong-Horizon Agents

  13. BREAD: Baseline-Referenced Explanations for Anomaly Diagnosis

    Aug 11, 2026Jiaqi Qiu, Rob Goedhart, Jannis Kurtz +1AnomalyXai

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

    Aug 11, 2026Inwoo Tae, Yongjae LeeReliabilityReranking

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

    Aug 11, 2026Samaneh Mohtadi, Pietro Bernardelle, Joel Mackenzie +1RelevancePersonas

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

    Aug 10, 2026Liang He, Jingbo Wen, Hongyu Gu +5Reinforcement Learning RolloutsAgent Skill Libraries

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

    Aug 9, 2026Caijun Yan, Yang Zhou, Meixing Shi +4Video UnderstandingEvidence-Grounded Reasoning

  18. HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection

    Aug 8, 2026Alireza Joonbakhsh, Arda Canser Adalı, Slinger Jansen +2Model SelectionFoundation Model

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

    Aug 6, 2026Ziyun Xu, Bosen Ding, Yue Zhang +10Generalizable Ranking PurposeRelevance

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

    Aug 6, 2026Bryan Wong, Xun Xu, Huazhu Fu +2Whole-Slide Image AnalysisDiagnostic Benchmark

  21. 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

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

    Aug 4, 2026Wenhan Liu, Yu Lu, Qiaolin Xia +8Deep Research SystemsCross-Encoder Reranker

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

    Aug 4, 2026Shujie Ji, Yawei Kong, Yilin Zhao +3Recommendation ArchitectureUnified Generative Framework

  24. Situation Aware Frontier Prioritization for Quadruped Search and Rescue

    Aug 3, 2026Kevin Farias, Santiago Martin, Barbara Flores +5RescueQuadrupedal Robot

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

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

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

    Aug 3, 2026Qi Liu, Jiaxin Mao, Fengbin Zhu +1Search AgentsLong-Horizon Agents

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

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

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

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

  29. Coverage-Driven Adaptive Keyframe Selection for Video Understanding

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

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

    Aug 1, 2026Jinwang Song, Tao Liu, Haowen Zheng +3Text-To-SqlAttention-Based Methods

  31. Evaluating and Pricing Advertisements in AI-Generated Responses

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

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

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

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

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

  34. Instance Hardness-Based Relevance for Imbalanced Regression

    Jul 22, 2026Vitor M. Leitao, Juscimara G. Avelino, George D. C. Cavalcanti +1Extreme Class ImbalanceRare Events

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

    Jul 22, 2026Kailin Jiang, Lei Liu, Jian Xi +7Query-Document PairsRelevance

  36. SkillSight: Calibrating Generic Content Bias for Skill Retrieval

    Jul 21, 2026Jinying Xiao, Bin Li, Xiaopeng Li +7Agent Skill LibrariesRelevance

  37. PLAID-PRF: Pseudo-Relevance Feedback with Centroid-like Tokens in PLAID

    Jul 21, 2026Xiao Wang, Sean MacAvaney, Craig MacdonaldRetrieval LayerRelevance

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

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

  39. 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 +1Real Datacite DoisIndex

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

    Jul 16, 2026Anastasia Schlegel, Ronny HänschXaiFlood Detection

  41. Screening Is Effective for Visual Recognition

    Jul 15, 2026Shunya Shimomura, Kazuhiro HottaVision TransformerSoftmax Attention

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

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

  43. Gradient-Skipping Relevance Propagation for Efficient Explainability of Vision Transformers

    Jul 11, 2026Christopher Buratti, Michele Marchetti, Federica Parlapiano +3Vision TransformerExplainability

  44. From Stochastic to Stable: Rank Stability and Structural Sufficiency in AI Visibility Measurement

    Jul 11, 2026Ronald SielinskiCitationsSufficient Conditions

  45. Evaluating RAG Metrics in Applied Contexts: An Experiment, Its Findings and Its Limitations

    Jul 8, 2026Quentin BrabantEvaluation MetricsRelevance

  46. What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study

    Jul 7, 2026Robert RichardsonText-To-SqlSql

  47. RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation

    Jul 7, 2026Sambaran Bandyopadhyay, Ananth MuppidiKnowledge GraphsHierarchical Graph Memory

  48. Enhancement of E-commerce Sponsored Search Relevancy with LLM

    Jul 4, 2026Md Omar Faruk Rokon, Andrei Simion, Weizhi Du +3E-CommerceRelevance

  49. GRASP: Graph-Reasoning Aided Survey Planning for High-Fidelity Related Work Generation

    Jul 4, 2026Haoming Li, Jessica OuyangRelevanceLarge Language Model Planning

  50. Relevance-Based Embeddings: Lightweight Candidate Retrieval via Heavy-Ranker Calls

    Jul 3, 2026Kirill Shevkunov, Andrey Ploskonosov, Liudmila ProkhorenkovaRelevanceApproximate Nearest-Neighbor Search

  51. Combating Textual Noise and Redundancy: Entropy-Aware Dense Visual Token Pruning

    Jul 2, 2026Xuehui Wang, Xuankun Yang, Wei ShenVisual Token PruningRedundancy

  52. Autorelevance function and other feature relevance measures for univariate time series

    Jul 2, 2026Julian Cardenas, Jamie Arjona, Pedro DelicadoTime Series ForecastingTime Series

  53. IntentTune: Using user demand and personalization to resolve "unknown" query intents for e-commerce search

    Jul 1, 2026Rachith Aiyappa, Ishita Khan, Chester Palen-Michel +4ProductsAgentic Search

  54. Geometric Reliability of Neural Population Codes: Sampling Calibration and Within-Session Nonstationarity

    Jun 28, 2026Prashant C. RajuNeural RepresentationsRelevance

  55. A Mathematical Optimization Approach for Expert-Informed Bayesian Best Subset Selection

    Jun 28, 2026Nolan Alexander, Henning MortveitModel SelectionPredictors

  56. mamabench and mamaretrieval: Benchmarks for Evaluating Medical Retrieval-Augmented Generation in Maternal, Neonatal, and Reproductive Health

    Jun 28, 2026Yi RenMedical Question AnsweringMulti-Hop Question Answering Benchmarks

  57. ReaORE: Reasoning-Guided Progressive Open Relation Extraction Empowered by Large Reasoning Models

    Jun 25, 2026Xin Lin, Liang Zhang, Guoqi Ma +2Relation ExtractionRelevance

  58. AutoRelAnnotator: Calibrated Model Cascades for Cost-Efficient Relevance Evaluation in Sponsored Search

    Jun 24, 2026Md Omar Faruk Rokon, Shasvat Desai, Hong Yao +1RelevanceHuman Annotations

  59. TACO: Towards Task-Consistent Open-Vocabulary Adaptation in Video Recognition

    Jun 24, 2026Minghao Zhu, Xiao Lin, Mengxian Hu +5Vision-Language Model AdaptationTaco

  60. Memory Makes the Difference: Evaluating How Different Memory Roles Shape Conversational Agents

    Jun 24, 2026Yuxin Wang, Paul Thomas, Zhiwei Yu +5Conversational MemoryRelevance