Annotations

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Human AnnotationsHuman Annotators

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Period ending 2026-09-21

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Period ending 2026-09-14

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147 papers

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  1. Prague Dependency Treebank -- Consolidated 2.0: Enriching a Complex Annotation Scheme

    Jun 23, 2026Marie Mikulová, Jiří Mírovský, Milan Straka +4Coreference ResolutionText Corpora

  2. Can Language Model Agents be Helpful Circuit Explainers in Mechanistic Interpretability?

    Jun 23, 2026Ayan Antik Khan, Harsh Kohli, Yuekun Yao +2Mechanistic InterpretabilityCircuits

  3. Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability

    Jun 22, 2026Qi Li, Yuliang Huang, Shaheer U. Saeed +7Medical Image SegmentationMedical Imaging Datasets

  4. Self-Evolution for Multi-Turn Tool-Calling Agents via Divergence-Point Preference Learning

    Jun 22, 2026Jiaqiang TangMulti-Turn Tool-Use AgentSelf-Evolving Agents

  5. 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 RecognitionIn-Context Learning

  6. ForEx: A Formal Verification Framework for Explainable Reasoning in Logical Fallacy Detection and Annotation

    Jun 20, 2026Pei-Cing Huang, Chienyu Liu, Chan Hsu +3Large Language Model EvaluationFormal Verification

  7. CNnotator: LLM-Guided Memory Safety Annotation Synthesis

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

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

    Jun 19, 2026Younghan Park, Hoyeon Lee, Hawon Jeong +1Prosodic FeaturesAnnotations

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

    Jun 19, 2026Emily Öhman, Anna KoufakouEmotion RecognitionHuman Annotators

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

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

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

    Jun 18, 2026Guneesh Vats, Anubha Agrawal, Shikha Singhal +5Multilingual BenchmarkFalse Positive Rate

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

    Jun 17, 2026Fangyijie Wang, Jianjun Yu, Wentao Shi +4UltrasoundClinical Decision Support

  13. As Easy as Rocket Science: Assessing the Ability of Large Language Models to Interpret Negation in Figurative Language

    Jun 17, 2026Jasmine Owers, Edwin Simpson, Martha LewisFigurative LanguageNegation

  14. From Bounding Boxes to Visual Reasoning: An On-Policy Data Annotation Tool for Vision-Language Models

    Jun 17, 2026Like Zhang, Runliang Niu, Shiqi Wang +5Large Vision Language ModelsVisual Reasoning

  15. AnnotateAnything: Automatic Annotation of 3D Assets for Robot Manipulation

    Jun 16, 2026Haoran Lu, Mutian Shen, Shuyang Yu +9Generalizable Robotic Manipulations3D Assets

  16. IMPACTeen: Intentions, Manipulation, Persuasion, Annotations, and Consequences in Teen Communication Dataset

    Jun 15, 2026Aleksander Szczęsny, Wiktoria Mieleszczenko-Kowszewicz, Maciej Markiewicz +5Social InfluenceChildren

  17. Surprise-Guided MergeSort: Budget-Efficient Human-in-the-Loop Ranking via Adaptive Comparison Scheduling

    Jun 14, 2026Yujin Park, Haejun Chung, Ikbeom JangRankingAnnotations

  18. Open Annotations and Synthetic Data for Field Localisation in Indian Bank Cheques

    Jun 14, 2026Jaganadh GopinadhanPixel-Level AnnotationAnnotations

  19. eCREAM-MedCorpus A Large-Scale Corpus of Clinical Notes for Italian

    Jun 10, 2026Tiziano Labruna, Guido Bertolini, Pietro Ferrazzi +1Clinical NotesText Corpora

  20. FADA: Accessible fetal ultrasound interpretation and annotation with a selectively distilled unified vision-language model

    Jun 9, 2026Mahmood Alzubaidi, Uzair Shah, Raden Muaz +6Prenatal UltrasoundFundus Images

  21. Exploring Agentic Tool-Calling Decisions via Uncertainty-Aligned Reinforcement Learning

    Jun 5, 2026Yijin Zhou, Linqian Zeng, Xiaoya Lu +4Multi-Turn Tool-Use AgentAgentic Tool Use

  22. Benchmarking Open-Source Layout Detection Models for Data Snapshot Extraction from Institutional Documents

    Jun 4, 2026AJ Carl P. Dy, Aivin V. SolatorioVisual Document RetrievalAnnotations

  23. MolE-RAG: Molecular Structure-Enhanced Retrieval-Augmented Generation for Chemistry

    Jun 4, 2026Joey Chan, Wonbin Kweon, Ashley Shin +4Molecular Property PredictionVast Chemical Space

  24. XSSR: Cross-Domain Self-Supervised Representative Selection for Efficient Annotation in Medical Image Segmentation

    Jun 3, 2026Byunghyun Ko, Aleksei Anisimov, Kobe Ke +2Medical Image SegmentationAnnotations

  25. Sample-Size Scaling of the African Languages NLI Evaluation

    Jun 2, 2026Anuj Tiwari, Oluwapelumi Ogunremu, Terry Oko-odion +2Legal Natural Language Processing BenchmarksMultilingual Language Models

  26. Fixing FOLIO and MALLS: Verified Annotations and an LLM-assisted Framework to Focus Human Relabeling

    Jun 1, 2026Andrea Brunello, Cristian Curaba, Luca Geatti +3Natural Language InferenceHuman Annotations

  27. EvoPool: Evolutionary Programmatic Annotation for Label-Efficient Specialized Supervision

    Jun 1, 2026Tianyi Xu, Yaolun Zhang, Xuan Ouyang +1Human AnnotatorsSoft-Label

  28. Dr. DocBench: A Comprehensive Benchmark for Expert-Level and Difficult Document Parsing

    May 31, 2026Minglai Yang, Xinyan Velocity Yu, Pengyuan Li +22Optical Character RecognitionAnnotations

  29. Annotations Are Not All You Need: A Cross-modal Knowledge Transfer Network for Unsupervised Temporal Sentence Grounding

    May 29, 2026Xiang Fang, Daizong Liu, Wanlong Fang +4Temporal GroundingCross-Modal Alignment

  30. Motion-guided sparse correction enables expert-quality point tracking across diverse microscopy regimes

    May 28, 2026Leonidas Zimianitis, Pasindu Thenahandi, Kai Buckhalter +10MicroscopyAnnotations

  31. MORI-Seg: Learning Morphological Geometry for Instance Segmentation without Instance Annotations

    May 27, 2026Leiyue Zhao, Tianyu Shi, Daniel Reisenbuchler +12Key Vertebral Morphometry VariablesMultiple Instance Learning

  32. A Systematic Study of Behavioral Cloning for Scientific Data Annotation

    May 26, 2026Ishaan Singh Chandok, Core Francisco ParkBehavior CloningAnnotations

  33. WhoSaidIt: Human-LLM Collaborative Annotation for Text-Based Multilingual Speaker-Attribute Classification

    May 25, 2026Lingyu Gao, Will Monroe, David Smith +2Speaker IdentityCross-Lingual Consistency

  34. A Pedestrian-Vehicle Interaction Benchmark and Annotation Framework for Unstructured Scenes via Uncalibrated Cameras

    May 25, 2026Haoyang Peng, Qian Hu, Songan Zhang +1Naturalistic Driving DataAutonomous Driving

  35. P1SCO: Social Dimensions from a Perspectivist Lens

    May 25, 2026Amanda Cercas Curry, Gianmarco de Francisci Morales, Luca Maria AielloSocial MediaReddit

  36. Large Language Model Selection with Limited Annotations

    May 24, 2026Yavuz Durmazkeser, Patrik Okanovic, Andreas Kirsch +2Large LanguageLarge Language Models(Llms

  37. ARCANE-PedSynth: Synthetic Multi-Pedestrian Datasets with Behavioural Crossing Annotations

    May 24, 2026Muhammad Naveed Riaz, Maciej Wielgosz, Antonio M. López PeñaNaturalistic Driving DataPedestrian Trajectory Prediction

  38. Reflect-Guard: Enhancing LLM Safeguards against Adversarial Prompts via Logical Self-Reflection

    May 24, 2026Lixing Lin, Juli You, Yue Li +4Large Language Model SafetyGuard

  39. AraHopeCorpus: Annotation Guidelines and Dataset for Hope Speech in Arabic Social Media Crisis Discourse

    May 22, 2026Esra'a Sharqawi, Wajdi ZaghouaniArabicHate Speech

  40. Manga109-v2026: Revisiting Manga109 Annotations for Modern Manga Understanding

    May 20, 2026Jeonghun Baek, Atsuyuki Miyai, Shota Onohara +2AnnotationsOptical Character Recognition

  41. Refining and Reusing Annotation Guidelines for LLM Annotation

    May 20, 2026Kon Woo Kim, Jin-Dong Kim, Akiko AizawaAnnotationsContent Moderation

  42. Holistic Reliability Propagation: Decoupling Annotation and Prediction for Robust Noisy-Label

    May 20, 2026Jingyang Mao, Ningkang Peng, Yanhui GuNoisy LabelsPseudo-Labeling

  43. ThoughtTrace: Understanding User Thoughts in Real-World LLM Interactions

    May 19, 2026Chuanyang Jin, Binze Li, Haopeng Xie +6Conversational Artificial IntelligenceCognitive Science

  44. iPOE: Interpretable Prompt Optimization via Explanations

    May 18, 2026Jiahui Li, Yarik Menchaca Resendiz, Sean Papay +1Prompt EngineeringPrompt Optimization

  45. How to Instruct Your Robot: Dense Language Annotations Power Robot Policy Learning

    May 16, 2026Bosung Kim, Ruiyi Wang, David Acuna +5Robot PoliciesRobot Systems

  46. Closing the Gap at CRAC 2026: Two-Stage Adaptation for LLM-Based Multilingual Coreference Resolution

    May 16, 2026Antoine Bourgois, Olga Seminck, Thierry PoibeauCoreference ResolutionLarge Language Model Adaptation

  47. Position: Early-Stage Quality Assurance in Annotation Pipelines Is More Cost-Effective Than Late-Stage Validation

    May 15, 2026Sunil Kothari, Sumukha Sharma Thoppanahalli Chandramouli, Naman Khandelwal +8Data QualityAnnotations

  48. Viverra: Text-to-Code with Guarantees

    May 14, 2026Haoze Wu, Rocky Klopfenstein, Keith Farkas +1Code GenerationSystemverilog Assertions

  49. Are Candidate Models Really Needed for Active Learning?

    May 14, 2026Harshini Mridula Mohan, Maanya Manjunath, Vipul Arya +2Active LearningConvolutional Neural Networks

  50. Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations

    May 13, 2026Nicola Debole, Andrea Passerini, Stefano Teso +2Concept Bottleneck ModelsAnnotations

  51. From Model Uncertainty to Human Attention: Localization-Aware Visual Cues for Scalable Annotation Review

    May 12, 2026Moussa Kassem Sbeyti, Joshua Holstein, Philipp Spitzer +2AnnotationsVisual Cues

  52. Hilbert-Geo: Solving Solid Geometric Problems by Neural-Symbolic Reasoning

    May 11, 2026Ruoran Xu, Haoyu Cheng, Bin Dong +1Representational GeometryMathematical Reasoning

  53. An Annotation Scheme and Classifier for Personal Facts in Dialogue

    May 11, 2026Konstantin ZaitsevConversational Artificial IntelligenceDialogue

  54. Annotations Mitigate Post-Training Mode Collapse

    May 11, 2026Jacob Mitchell Springer, Madhu Advani, Lukas Aichberger +7LLM Post-Training MethodsModel Pretraining

  55. Reducing Annotation Burden for Femoral Cartilage Segmentation in Knee MRI via Cross-Sequence Transfer Learning

    May 9, 2026Francesco Chiumento, Gianluigi Crimi, Elisa Moretta +7Knee OsteoarthritisMedical Image Segmentation

  56. Confidence-Aware Alignment Makes Reasoning LLMs More Reliable

    May 8, 2026Kejia Chen, Jiawen Zhang, Yihong Wu +5Large Language Model ReasoningRobust Preference Optimization

  57. Who and What? Using Linguistic Features and Annotator Characteristics to Analyze Annotation Variation

    May 7, 2026Maximilian Maurer, Maximilian Linde, Gabriella LapesaHuman AnnotatorsHate Speech

  58. ZScribbleSeg: A comprehensive segmentation framework with modeling of efficient annotation and maximization of scribble supervision

    May 7, 2026Ke Zhang, Bomin Wang, Hangqi Zhou +1Medical Image SegmentationScratch

  59. Tamaththul3D: High-Fidelity 3D Saudi Sign Language Avatars from Monocular Video

    May 6, 2026Eyad Alghamdi, Sattam Altuuaim, Obay Ghulam +2Avatar Reconstruction3D Object Understanding

  60. Annotation Quality in Aspect-Based Sentiment Analysis: A Case Study Comparing Experts, Students, Crowdworkers, and Large Language Model

    May 5, 2026Niklas Donhauser, Jakob Fehle, Nils Constantin Hellwig +3Human AnnotatorsSentiment Analysis