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12 papers in the last four weeks, up 33% on the four weeks before. 0.1% of all new papers.

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  1. Artifact Annotations Partially Substitute for Per-User Calibration: SAFE-EDA and a Normalization-Controlled Evaluation of Wrist-EDA Affect Recognition

    Oct 1, 2026Haochen Chai, Xinbi Luo, Zining Liu +1Surface ElectromyographyNormalization

    College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China

  2. Evaluating Multi-Task Morphological Concept Learning for Pulmonary Nodule Malignancy Assessment in 3D CT

    Sep 29, 2026Namitha NarayananLung-Nodule Artificial IntelligenceCone-Beam Computed Tomography

    Independent Researcher, Kerala, India

  3. Word Similarity Datasets for Indian Languages: Annotation and Baseline Systems

    Sep 28, 2026Syed S. Akhtar, Arihant Gupta, Avijit Vajpayee +2Indian LanguagesHindi

    International Institute of Information Technology Hyderabad, Telangana, India

  4. Human-in-the-Loop Geospatial Annotation for Rapid Dataset Construction in Field-Deployed UAV Systems

    Sep 23, 2026Morgan Masters, Adam Korycki, Nikolaas Bender +4Local Camera PoseVision Sensors

    Department of Electrical and Computer Engineering, University of California Santa Cruz

  5. Prompt, Probe, Train, or Annotate? Single-camera sports video understanding in amateur settings

    Sep 23, 2026Sai Varun Kodathala, Prashanth Pollishetty, Jaylen CargillFine-Grained Video UnderstandingAthleticism

    Research and Development Sports Vision, Inc. Minnetonka, MN

  6. onPanda: Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction

    Sep 21, 2026Lei Yang, Mengyin Liu, Jia Wang +9Large Language Model AnnotationsLarge Language Model Alignment

    StepFun · Xiamen University

  7. 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

  8. Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos

    Sep 20, 2026Suzhong Fu, Jingqi Dong, Xuan Ding +4Coronary AngiographyReal-World Clinical Workflows

    FNii-Shenzhen, The Chinese University of Hong Kong, Shenzhen, China · School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China

  9. Decoder Design Matters for ECG Delineation

    Sep 15, 2026Joseph Scharpf, William Han, Chaojing Duan +3Electrocardiogram ClassificationU-Net

    Carnegie Mellon University · Allegheny Health Network · University of Colorado

  10. CodeTS: Verifiable Text-to-Time Series Generation via Executable Code

    Sep 14, 2026Xudong Yuan, Shunyu Liu, Tongya Zheng +3Time-Series GenerationText Generation

    Zhejiang University, Hangzhou, China · Nanyang Technological University, Singapore · South China University of Technology, Guangzhou, China

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

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

    Baidu, Inc.

  12. TimeCues Studio: A Workspace for Music Annotation and Algorithm Prototyping

    Sep 9, 2026Sapir Caduri, Yoav GoldbergMusic Structure AnalysisAnnotations

    Bar-Ilan University Ramat Gan, Israel

  13. Measuring Brand and Source Discovery under Repeated LLM Queries: A Finite-Sample Audit

    Sep 4, 2026Dmitrij ŻatuchinModel AuditingLarge Language Model Responses

    Department of Information Technologies, Estonian Entrepreneurship University of Applied Sciences (EUAS), Tallinn, Estonia · Rankfor.AI, Tallinn, Estonia

  14. An Ensemble-Based Self-Taught Learning Approach for Parking Space Classification Under Limited Data

    Sep 3, 2026Lucas de Oliveira Cunha, Joelton Deonei Gotz, Paulo Lisboa de Almeida +1Domain AdaptationAutoencoder Architectures

    Universidade Federal do Paraná, Department of Informatics, Curitiba, Paraná, Brazil · Pontifícia Universidade Católica do Paraná, Graduate Program in Informatics (PPGIa), Curitiba, Paraná, Brazil

  15. SAM3-LoRA: Parameter-Efficient Adaptation of a Concept-Promptable Foundation Model for Multi-Class Structural Defect Segmentation

    Aug 31, 2026P. Malaisree, S. Youwai, S. Janrungautai +3Few-Shot SegmentationWireless Foundation Models

    MAA Consultants Co., Ltd. · AI Research Group, Department of Civil Engineering, Faculty of Engineering, King Mongkut´s University of Technology Thonburi (KMUTT). · School of Engineering, University of Phayao. +2

  16. TSExplorer: An interactive data annotation and exploration tool for time-series data

    Aug 31, 2026Einari Vaaras, Manu Airaksinen, Okko RäsänenVisual AnalyticsTime Series

    Signal Processing Research Centre, Tampere University, Finland · BABA Center, Department of Physiology, University of Helsinki, Finland

  17. Unified-protocol voxel-level pulmonary embolism annotations for three public CT angiography datasets

    Aug 25, 2026Qihang Sun, Zhongxiao Liu, Bailiang Jian +6Coronary AngiographyAnnotations

    Technical University of Munich (TUM), Munich, Germany · Munich Center for Machine Learning (MCML), Munich, Germany · Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China +2

  18. Less Annotation, More Interpretation: Prior-Guided Concept Bottleneck Models for Interpretable Cancer Imaging Diagnosis

    Aug 13, 2026Baoqiang Ma, Kenneth GilhuijsDermoscopic Concept Bottleneck ModelsCancer Detection

    Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands

  19. Easper: An Accessible ASR Pipeline for Language Documentation

    Aug 12, 2026Aso Mahmudi, Ting Dang, Ekaterina Vylomova +1TranscriptionAutomatic Speech Recognition

    School of Computing and Information Systems, The University of Melbourne, Australia · School of Languages and Linguistics, The University of Melbourne, Australia

  20. AlbumentationsX: One Augmentation Pipeline for Images and Related Annotations

    Aug 11, 2026Vladimir IglovikovData AugmentationAugmentation

    Albumentations LLC

  21. Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation

    Aug 10, 2026Shuaishuai Cao, Shuwei Peng, Meng Tang +5Remote Sensing Image SegmentationSemantic Segmentation

    Central South University · University of Chinese Academy of Sciences · Aberystwyth University +3

  22. H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System

    Aug 8, 2026Ioannis N. Tzortzis, Georgia Kapetadimitri, Agapi Davradou +6Data LakesElectronic Health Records

    Institute of Communication and Computer Systems (ICCS), 15780 Zografou, Athens, Greece. · University of Macedonia (UOM), 54636, Thessaloniki, Greece.

  23. Towards End-to-End Multilingual Metaphor Processing: Integrating Detection, Translation, and Evaluation

    Aug 4, 2026Jiahui Liang, Lifeng HanMetaphorsAnnotations

    Centre for Linguistics, Humanities, Leiden University, NL · LIACS, Leiden University, NL · BDS, Leiden University Medical Centre, NL

  24. Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation

    Aug 4, 2026Serge Gladkoff, Angelika Vaasa, Sue Ellen Wright +2Machine Translation QualityTranslation Quality

    Logrus Global LLC · European Parliament, DG for Translation and Clear Language · Kent State University +2

  25. Consensus Measures for Unstructured Biomedical Text Annotations

    Aug 4, 2026Pascal Wullschleger, Christian Kreis, Martin A. Walter +2Inter-Annotator AgreementMedical Ontology

    Hamilton Institute, Maynooth University, Ireland · University of Lucerne, Switzerland · Lucerne School of Computer Science and IT, Switzerland

  26. Oh Deer, How Should I Handle This? Seasonal Priors for Selective Wildlife Annotation and Classification

    Aug 3, 2026Hugo Markoff, Christoph Praschl, Anton Hjalte Jørgensen +5Animal Re-IdentificationSpecies

    Aalborg University, Department of Chemistry and Bioscience, Aalborg, Denmark · University of Applied Sciences Upper Austria, Hagenberg, Austria · Massachusetts Institute of Technology, Cambridge, MA, USA

  27. Loanword or Switch? The Annotation Boundary, Not the Model, Drives Kazakh-Russian Code-Switching Identification

    Aug 1, 2026Bogdan SavelyevCode-SwitchingRussian

    Independent Researcher Kazakhstan

  28. The methodology of Constructing the Large-Scale Dataset for Detecting Presuicidal and Anti-Suicidal Signals in Social Media Texts in Russian

    Aug 1, 2026Igor Buyanov, Darya Yaskova, Danil Serenko +3Suicide RiskSocial Media Posts

    Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44, build. 2, Vavilova St, Moscow, 119333, Russia. · MTS AI, 23, build 5, Podsosenskiy lane, Moscow, 105062, Russia. · Yandex, 16, Lev Tolstoy St, Moscow, 119021, Russia. +2

  29. Comparing and Modeling Argumentation in German Political Communication across Arenas

    Jul 31, 2026Nina Vikhrova, Johannes Kühling, Sebastian Haunss +1Argumentation FrameworksDiscourse

    IMS, Universität Stuttgart · SOCIUM, Universität Bremen

  30. Challenges in annotations by humans and LLMs: A case study of evaluative language

    Jul 30, 2026Mirela Imamovic, Aenne Cecilia Kristine Knierim, Khushi Pitroda +1Large Language Model AnnotationsHuman Annotations

    University of Hildesheim, Institute of Translation Studies and Specialised Communication, Germany · University of Paris 8 Vincennes-Saint Denis, TransCrit, France · University of Hildesheim, Institute of Information Science and Language Technology, Germany

  31. Drawing-Recode: Annotation Grounding for Parametric CAD Code Generation from Raster 2D CAD Drawings

    Jul 30, 2026Mingi Kim, Yongjun Kim, Hyungki KimParametric Computer-Aided Design ProgramsSketches

    Department of Computer Science and Engineering Chungnam National University Daejeon, Republic of Korea

  32. AnnoBench: A Benchmark for Visualization Annotation Generation

    Jul 28, 2026Md Rahat-uz-Zaman, Md Dilshadur Rahman, Andrew McNutt +1AnnotationsHeadlines

    University of Utah

  33. Interpretable Column Annotation with LLM-Symbolized Decision Process Materialization

    Jul 28, 2026Mengqi Wang, Jianwei Wang, Qing Liu +5InterpretabilityAnnotations

    UNSW Sydney · University of New South Wales Sydney, NSW, Australia · Data61, CSIRO +4

  34. SADe: Sparse-Atom Support Decontamination for Few-Shot Segmentation with Weak Support Annotations

    Jul 27, 2026Hang Xing, Guangjun Liu, Yan Xia +1Few-Shot SegmentationSparse Supervision

    Wuxi Key Laboratory of Photovoltaic Equipment Advanced Manufacturing Technology, Wuxi, China · Wuxi Autowell Technology Co., Ltd., Wuxi, China · Wuxi Autowell Coshin Semiconductor Technology Co., Ltd., Wuxi, China

  35. Plausibility-Driven Prioritization of Candidate Biomedical Annotations

    Jul 22, 2026Emanuele Cavalleri, Miad Alavinezhad, Dario Malchiodi +1Biomedical Knowledge GraphMedical Ontology

    Department of Computer Science, University of Milano, Milano, Italy

  36. Self-Evolving Human-Centered Framework for Explainable Depression Symptom Annotation

    Jul 16, 2026Hoang-Loc Cao, Van Pham, Truong Thanh Hung Nguyen +4DepressionLarge Language Model Annotations

    University of Science, VNU-HCM, Vietnam · University of New Brunswick, Canada · Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany

  37. MedFailBench: A Clinician-Built Open-Source Benchmark for Medical AI Safety Boundary Inspection

    Jul 16, 2026Goktug OzkanArtificial Intelligence SafetyClinician Trust

    Department of Internal Medicine, Kutahya Emet Dr. Fazil Dogan State Hospital, Kutahya, Turkiye

  38. Weakly-Supervised RGB-D Salient Object Detection via SAM-driven Pseudo Annotation and State Space Interaction-based Diffusion

    Jul 16, 2026Wenqi Si, Gongyang Li, Shixiang Shi +1Rgb-Thermal Object DetectionPixel-Level Annotation

    School of Communication and Information Engineering, Shanghai University, Shanghai 200444, China · School of Computer Science and Engineering, Nanyang Technological University, Singapore 639798

  39. An Empirical Study on Stage-Information Interfaces for VLA Fine-Tuning

    Jul 15, 2026Yingwei JiLong-Horizon ManipulationEmpirical Study

  40. From Prediction to Collaboration: Interactive Symbolic Music Analysis

    Jul 15, 2026Emmanouil Karystinaios, Johannes Hentschel, Markus Neuwirth +1Music Structure AnalysisAnnotations

    Department of Computational Percepetion, Johannes Kepler University Linz, Austria · Anton Brukner University Linz, Austria

  41. A POS Tier Is the Key to Automated Annotation for Low-Resource Language Documentation: Neural Interlinear Glossing for Irabu, a Southern Ryukyuan Language

    Jul 15, 2026Michinori ShimojiDocument SegmentationGrammaticality

    Kyushu University

  42. Active Learning for Efficient Annotation of Surgical Videos with Weak Supervision

    Jul 14, 2026Manasa Dendukuri, Matjaz Jogan, Daniel A. Hashimoto +1Surgical VideosVideo Object Segmentation

    1*GRASP Laboratory, University of Pennsylvania, 3330 Walnut Street, Philadelphia, PA, 19104, USA. · 2PCASO Laboratory, Dept. of Surgery, University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA. · 3Dept. of Computer and Information Science, University of Pennsylvania, 3330 Walnut Street, Philadelphia, PA, 19104, USA.

  43. FormalAnalyticGeo: A Neural-Symbolic Based Framework for Multimodal Analytic Geometry Problem Generation

    Jul 14, 2026Ruoran Xu, Wending Gao, Qiufeng WangGeometric ConstraintsDiagrams

    Xi’an Jiaotong-Liverpool University

  44. Wat3R: Underwater 3D Geometry Learning without Annotations

    Jul 9, 2026Jiangwei Ren, Xingyu Jiang, Zijie Song +4Underwater Image Enhancement Methods3D Geometry

    Huazhong University of Science and Technology

  45. Stochastic Order Learning: An Approach to Rank Estimation Using Noisy Data

    Jul 9, 2026Chaewon Lee, Seon-Ho Lee, Chang-Su KimNoisy LabelsNoisy Data

    School of Electrical Engineering, Korea University, Seoul, Korea · Amazon AGI, Seattle, USA

  46. The Classics at SemEval-2026 Task 3: Combining Transformer Models and LLM-Generated Annotations for Dimensional Aspect-Based Sentiment Analysis

    Jul 3, 2026Rafif Alshawi, Amit Raj, Aleksey Kudelya +1SentimentNatural Language Processing

    HSE University

  47. Unlocking the Visual Record of Materials Science: A Large-Scale Multimodal Dataset from Scientific Literature

    Jun 29, 2026Subham Ghosh, Shubham Tiwari, Mohammad Ibrahim +1Materials ScienceImage-Text Pairs

    Mehta Family School of Data Science and Artificial Intelligence Indian Institute of Technology Roorkee, Uttarakhand, India-247667 · Department of Metallurgical and Materials Engineering Indian Institute of Technology Roorkee, Uttarakhand, India-247667

  48. A Hybrid Framework for Song Lyric Annotation Based on Human-LLM Alignment

    Jun 28, 2026Rashini Liyanarachchi, Frank Tran, Md Mahmudul Hasan +2Large Language Model AnnotationsAnnotations

    School of Computer Science and Engineering, University of New South Wales, Sydney, Australia

  49. How many labels do you need? A decision framework for cross-habitat marine species recognition

    Jun 28, 2026Alzayat Saleh, Mostafa Rahimi AzghadiSpeciesVision Sensors

    College of Science and Engineering, James Cook University, Townsville, QLD, Australia · Centre for AI and Data Science Innovation, James Cook University, Townsville, QLD, Australia

  50. Mask to Concept: Auto-Promptable SAM3 via Efficient Test-Time Concept Embedding Search for Few-Shot Annotation

    Jun 25, 2026Quan Zhou, Shaoqing Zhai, Qiang Hu +3Segment Anything ModelFew-Shot Learning

    Wuhan University of Technology · Huazhong University of Science and Technology · Changzhou United lmaging Healthcare Surgical Technology Co. Ltd.

  51. Task Decomposition for Efficient Annotation

    Jun 23, 2026Nupoor Gandhi, Emma StrubellAnnotationsDecomposition

    Carnegie Mellon University

  52. Scaling Performance and Low-Resource Annotation with Many-Shot In-Context Learning for Named Entity Recognition

    Jun 20, 2026Qi Zhang, Fangping Lan, Cornelia Caragea +2Named-Entity RecognitionLarge Language Model Annotations

    Temple University · University of Illinois Chicago

  53. 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

  54. CNnotator: LLM-Guided Memory Safety Annotation Synthesis

    Jun 20, 2026Twain Byrnes, Mike DoddsProgram AnalysisLarge Language Model Safety

    Carnegie Mellon University Pittsburgh, PA, USA · Galois, Inc. Portland, OR, USA

  55. LLM-Based Multi-Reference Evaluation for Efficient and Robust Assessment of Phrase Break Annotations

    Jun 19, 2026Younghan Park, Hoyeon Lee, Hawon Jeong +1Large Language Model AnnotationsProsody

    NAVER Cloud, South Korea · Yonsei University, South Korea · KAIST AI, South Korea

  56. Quality and Agreement in Multilabel Emotion Annotation: A Case Study and Evaluation Framework

    Jun 19, 2026Emily Öhman, Anna KoufakouEmotion RecognitionMulti-Label Classification

    Waseda University, Tokyo, Japan · Florida Gulf Coast University, Fort Myers FL, USA

  57. SA-VIS: Sparse frame Annotations for training Video Instance Segmentation

    Jun 18, 2026Edoardo Mello Rella, Ajad Chhatkuli, Shipra Jain +2Video Object SegmentationDense Annotation

    CVL, ETH Zurich · INSAIT, Sofia University "St. Kliment Ohridski" · Align Technology

  58. REDACT: A Systematically Controlled Multilingual Benchmark for Personal Information Detection

    Jun 18, 2026Guneesh Vats, Anubha Agrawal, Shikha Singhal +5De-IdentificationMultilingual Benchmark

    ServiceNow

  59. Learning to Annotate Delayed and False AEB Events: A Practical System for Extreme Class Imbalance and Asymmetric Label Noise

    Jun 17, 2026Mengxiang Hao, Xin Jiang, Xinghao Huang +10Emergency Braking Intensity PredictionNoisy Labels

    All authors are with Li Auto, China.

  60. A Clinician-Centered Pipeline for Annotation and Evaluation in Ultrasound AI Studies

    Jun 17, 2026Fangyijie Wang, Jianjun Yu, Wentao Shi +4UltrasoundMedical Images

    Research Ireland Centre for Research Training in Machine Learning · School of Medicine, University College Dublin, Dublin, Ireland · The Third People’s Hospital of Zhenjiang City, Zhenjiang, China +3