Data-Curation

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17 papers in the last four weeks, up 240% on the four weeks before. 0.2% of all new papers.

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  1. Scientific Discovery under Validation Congestion via Multi-Fidelity Pairwise Rankings

    Oct 1, 2026Kevin Tirta Wijaya, Alston Lo, Michael Sun +2Drug DiscoveryScientific Discovery

    University of Bonn · Fraunhofer SCAI · Massachusetts Institute of Technology

  2. RPTune: Learned Context Curation for LLM Catalog Search

    Oct 1, 2026Chuxuan Hu, Hejie Cui, Norman Huang +3CatalogsRetrievers

    Google · University of Illinois Urbana-Champaign

  3. Effective Synthetic Data Curation Requires Group-Level Signals

    Sep 30, 2026Cathy Jiao, Chenyan XiongSynthetic DataData-Curation

    Language Technologies Institute, Carnegie Mellon University

  4. MemLife: Curating and Reasoning over Long-Term Egocentric Video Memories

    Sep 30, 2026Guangzhi Xiong, Xinyuan Zhang, Xiao Yang +14Multimodal MemoryEgocentric Video

    Meta Reality Labs · University of Virginia · Work done at Meta +1

  5. A Dual-Track Curation-and-Classification Framework for Resolving Ground-Truth Label Noise in Operational Sentinel-2 Wheat Area Estimation

    Sep 29, 2026Kasimali Agharia, Ujjwal Kumar GuptaAgricultural MonitoringNormalized Difference Vegetation Index

    Space Applications Centre (SAC), Indian Space Research Organisation (ISRO)

  6. EASE: Behavior-Adaptive Skill Curation for Self-Evolving Agents

    Sep 29, 2026Zhen Xiong, Qiaoyu TanSelf-Evolving AgentsAgentic Learning

    New York University · New York University Shanghai

  7. Reference-Grounded Data Curation for Instruction-Following Thai-English Machine Translation

    Sep 28, 2026Thodsaporn Chay-intr, Krittapad Harnchang, Mahannop Thabua +2Machine TranslationData-Curation

    iApp Technology, Thailand · Intelligent Informatics and Service Innovation Research Center, Thailand · Artificial Intelligence Entrepreneur Association of Thailand (AIEAT), Thailand +1

  8. ReScraper: Unified Scraping and Cleaning of Web Data for Effective LLM Pretraining

    Sep 28, 2026Zichun Yu, Jiarui Yan, Shlok Sanghvi +2Agentic CrawlersData-Curation

    Language Technologies Institute, Carnegie Mellon University

  9. Curating Merchant-Matching Training Data with Two Confidence-Gated Local LLM Judges

    Sep 27, 2026Donghao Huang, Jinling Pei, Zhaoxia WangJudgesTraining Data

    Research and Development, Mastercard, Arlington, VA, USA · School of Computing and Information Systems, Singapore Management University, Singapore

  10. Alignment Forecasting: Predicting Misalignment From Training Data

    Sep 19, 2026Chen Yueh-Han, Bruce W. Lee, Ilia Sucholutsky +1Large Language Model AlignmentMisalignment Persona

    NYU, MATS · Independent · NYU +1

  11. WiCleanData: Guaranteeing the Type Consistency of Wikidata by Taxonomy Refinement and Constraint Enforcement

    Sep 17, 2026Yiwen Peng, Marc Jeanmougin, Thomas BonaldData-CurationTaxonomy

    IP Paris · Télécom Paris Institut Polytechnique de Paris Palaiseau, France

  12. AutoData: Agentic Search for Pre-training Data Selection

    Sep 17, 2026Yan Meng, Dhruv Srikanth, Bingchen Zhao +2Data Science AgentsMle-Bench Lite

    University of Amsterdam · Weco AI

  13. EmbodiedMind: Adaptive Data Curation and Prefix-Tree Reinforcement Learning for Efficient Embodied Intelligence

    Sep 17, 2026Feifan Wang, Zongbing Zhang, Yu Zhang +8Offline Reinforcement LearningLong-Horizon Planning

    ZTE Corporation, Shenzhen, China

  14. Grounding Agent Memory: Environment-Probing Curation for Enterprise Agents

    Sep 12, 2026Susheel Suresh, Hazel Mak, Sahil Bhatnagar +2Long-Term Agent MemoryMemoryagentbench

    Microsoft Corporation One Microsoft Way, Redmond, WA 98052, USA

  15. Source-Adaptive Data Curation for Bilingual NVV-Aware ASR

    Sep 9, 2026Yuang Cao, Qirui Zhan, Jingbin Hu +7Automatic Speech RecognitionMandarin

    Shenzhen Pimei Technology, China · Yutuzhineng, China · Nanjing University, China

  16. The Living Library: Transforming Archival Collections into Conversational Knowledge Systems -- Lessons from the Theodore Roosevelt Presidential Library

    Sep 8, 2026Pengce Wang, Lucia Ronchi Darre, Matt Briney +8ArchiveData-Curation

    Microsoft · TRPL

  17. Artificial Intelligence-Assisted Digital Inventory of Cultural Heritage & Traditional Knowledge: Case for Indonesian Open Digital Library of Culture

    Sep 8, 2026Hokky SitungkirCultural HeritageAi-Based

    Dept. Computational Sociology - Bandung Fe Institute.

  18. Closing Cost-Quality Gap in Document VLMs: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics

    Sep 1, 2026Maksim Evdokimov, Matvey Ivanov, Dmitrii Tsiupin +3Optical Character RecognitionData-Curation

    T-Tech

  19. What Does an Agentic Software Engineering Benchmark Measure? Profiling Task Demands and Agent Behaviour Beyond What Category Labels Reveal

    Sep 1, 2026Radin Shayanfar, Keheliya Gallaba, Ahmed E. HassanSoftware EngineeringAgentic Benchmarks

    Queen’s University

  20. SchemaLink: An Intelligent Web Editor for LinkML Schema Curation

    Aug 12, 2026Emanuele Cavalleri, Paolo Perlasca, J. Harry Caufield +3SchemaBiomedical

    Department of Computer Science, University of Milano, Via Celoria 18, Milano, 20133, Italy · Biosystems Data Science, Lawrence Berkeley National Lab, Calvin Rd, Berkeley, 94705, CA, USA

  21. Curate Before You Connect: Identity and Ontology Tagging in a Production Knowledge Graph

    Aug 11, 2026Vaibhav Dangaich, Kevin Lewis, Kundeshwar PundalikKnowledge GraphsTagging

    Konectu

  22. Agentic Instruction Data Selection: Let DataMaster Interpret Your Intent

    Aug 11, 2026Fanqi Zhou, Qiaosheng Chen, Zixian Huang +1Alignment-Aware SelectionData Science Agents

    State Key Laboratory of Novel Software Technology, Nanjing University · Shanghai Artificial Intelligence Laboratory

  23. CURATE: Leveraging LLM Agents to Compose, Catalog, and Deploy Reproducible Workflows

    Aug 4, 2026Nolan Cutler, Chia-Chen Kuo, Nanda Velugoti +2Agentic Workflow DesignCoding Agents

    School of EECS Oregon State University · School of CBEE Oregon State University

  24. 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

  25. Who Belongs in the Eval Set? A Capability-Taxonomy-Driven Pipeline for Curating Regression Eval Sets in Agent-Extensibility Platforms

    Aug 2, 2026Tezan Sahu, Aritra Das, Pankaj Mittal +1Agentic EvaluationsData-Curation

    Microsoft Hyderabad, India · Indian Institute of Technology Roorkee Roorkee, India

  26. RTLCurator: Label-Efficient Data Curation for RTL Generation

    Jul 31, 2026Siyang Cai, Cangyuan Li, Wenjing Chang +4Hierarchical Register Transfer Level GenerationRegister Transfer Level

    School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences, Beijing, China · CICS, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China · Computer Network Information Center, Chinese Academy of Sciences, Beijing, China +1

  27. DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data

    Jul 27, 2026Zhen Huang, Yikun Wang, Shijie Xia +1Data-CurationPretraining

    1Fudan University · 3SII · 4GAIR +1

  28. Beyond Heavy Log Curation: Perplexity-Based APT Detection via Unsupervised, Context-Augmented Language Models

    Jul 23, 2026Shoya Otsu, Kei Suzuki, Toshiaki Koike-Akino +2Threat DetectionInterpretable Anomaly Detection

    Mitsubishi Electric Corporation, Japan. · Mitsubishi Electric Research Laboratories, Cambridge, MA, USA.

  29. Development of an automated, reliable, and clinically meaningful artificial intelligence (AI) tool for diagnosing cardiac disease from conventional cardiovascular magnetic resonance (CMR) images

    Jul 22, 2026Sina Amirrajab, Volker Vehof, Michael Bietenbeck +6Cardiac Magnetic Resonance ImagingCardiac

    The D-Lab, Department of Precision Medicine, GROW - Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands. · Division of Cardiovascular Imaging, Department of Cardiology I, University Hospital Münster, Von-Esmarch-Str. 48, 48149 Münster, Germany

  30. Test-Time Coverage: Test-Conditioned Data Curation for Deployment-Aware Learning

    Jul 18, 2026Nadine Chang, Maying Shen, Shizhe Diao +6Post-Deployment AdaptationData-Curation

    NVIDIA · NVIDIA & University of Ottawa

  31. Automatic Hard Example Synthesis with Multi-Level Agentic Data Curation

    Jul 15, 2026Genglin Liu, Muye Zhang, Krishnamurthy Viswanathan +5Adversarial ExamplesMultimodal Large Language Models

    1UCLA · *Work done as a student researcher at Google. · 2Google

  32. CurateEvo: Data-Curation Evolving for Agentic Post-Training

    Jul 7, 2026Dingzirui Wang, Xuanliang Zhang, Keyan Xu +2Data-CurationAgentic Learning

    Harbin Institue of Technology

  33. Curated retrieval versus open web search in public AI information services: a coverage-trust trade-off

    Jul 6, 2026Hafsteinn Einarsson, Hafsteinn Birgir Einarsson, Jón Gunnar Ólafsson +1CredibilityAI Trustworthiness

    Faculty of Industrial Engineering, Mechanical Engineering and Computer Science, University of Iceland, Reykjavík, Iceland · Faculty of Political Science, University of Iceland, Reykjavík, Iceland · The Icelandic Web of Science, University of Iceland, Reykjavík, Iceland

  34. Post-Generation Curation of Synthetic Images via Homogeneous-Heterogeneous Splitting

    Jul 2, 2026Disheng Liu, Tuo Liang, Chaoda Song +1Synthetic Image DetectionGenerative Models

    Department of Computer and Data Sciences Case Western Reserve University Cleveland, OH, USA

  35. WARP-RM: A Warp-Augmented Relative Progress Reward Model for Data Curation

    Jun 26, 2026Justin Yu, Andrew Goldberg, Kavish Kondap +7Scalable Robot LearningTeleoperation

    University of California, Berkeley · Stanford University · XDOF

  36. Reasoning Quality Emerges Early: Data Curation for Reasoning Models

    Jun 25, 2026Hongyi Henry Jin, Wenhan Yang, Meysam Ghaffari +2Large Reasoning ModelsReasoning Traces

    Department of Computer Science, University of California Los Angeles (UCLA), California, USA · Optum AI, UnitedHealth Group, Minneapolis, Minnesota, USA

  37. Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation

    Jun 24, 2026DatologyAI, :, Matthew L. Leavitt +8Efficient InferenceData-Curation

    DatologyAI Team1

  38. OpenThoughts-Agent: Data Recipes for Agentic Models

    Jun 23, 2026Negin Raoof, Richard Zhuang, Marianna Nezhurina +47Agentic FrameworkData-Curation

  39. Judgment-Grounded Expansion for Peer Review Generation

    Jun 22, 2026Sheng Lu, Lizhen Qu, Iryna GurevychPeer ReviewHuman-Ai Collaboration

    1Ubiquitous Knowledge Processing Lab (UKP Lab), Department of Computer Science, Technical University of Darmstadt and National Research Center for Applied Cybersecurity ATHENE · Department of Data Science and Artificial Intelligence (DSAI), Monash University

  40. Learning from Audio-Dependency Errors: Data Curation Strategies Based on Model Confusion Patterns in Audio Question Answering

    Jun 20, 2026Hyeonuk NamLarge Audio Language ModelsAudio Understanding

    Independent Researcher · Seoul, South Korea

  41. Where Does the Signal Live? A Web Data Recipe for Medical Encoder Pretraining

    Jun 20, 2026Bofeng Huang, Jacques Sun, Diane Bouchacourt +2Text CorporaPretraining

    Doctolib · Work done while at Doctolib.

  42. CuratorKIT : Data Curation and Synthetic Data Generation for LLM Post-Training

    Jun 19, 2026Soham Bhattacharjee, Karun Sharma, Vinay Kumar Sankarapu +1Data-CurationLarge Language Model Pipelines

    Lexsi Labs

  43. Building Agent Harnesses for Scientific Curation from Multimodal Sources

    Jun 19, 2026Sheng Zhang, Qin Liu, Renqian Luo +9Data-CurationScientific Workflows

    Microsoft Research · University of California, Davis · Merck & Co., Inc., Rahway, NJ, USA

  44. Which Pairs to Compare for LLM Post-Training?

    Jun 17, 2026Jiangze Han, Vineet Goyal, Will MaPost-TrainingLarge Language Model Benchmarks

    Columbia University

  45. ATHENA: Accelerated Multi-Task Heterogeneous Influence Functions for Robot Data Curation

    Jun 15, 2026Tao Xu, Jiaxin Wang, Runhao Zhang +7Robotic Data AcquisitionDiffusion-Based Vision-Language-Actions

    1Tongji University · 2Shanghai Innovation Institute · 3Xi’an Jiaotong University +1

  46. In-Domain Supervised Pathology Report Classification: A Reproducible Pipeline from Data Curation to Production-Matched Evaluation

    Jun 14, 2026Isaac Hands, Bin Huang, Adam Spannaus +4False-Negative RateIn-Domain Accuracy

    Department of Computer Science, University of Kentucky, Lexington, KY, USA · UK Markey Cancer Center, Lexington, KY, USA · Kentucky Cancer Registry, Lexington, KY, USA +3

  47. Not All Skills Help: Measuring and Repairing Agent Knowledge

    Jun 13, 2026Yixuan Wang, Yiyang Zhou, Yiming Liang +4SkillsData-Curation

    UNC Chapel Hill · Purdue · NVIDIA

  48. Mask-Proof: An LLM-based Automated Data Curation Pipeline on Mathematical Proofs

    Jun 13, 2026Jierui Zhang, Siyuan Tan, Xinhang Li +8Research-Level MathematicsData-Curation

    School of Computer Science Beijing University of Posts and Telecommunications Beijing, China · Graduate College for Engineers Beijing University of Posts and Telecommunications Beijing, China · School of Mathematical Sciences Fudan University Shanghai, China +6

  49. Phase-Localized Curation Does Not Help: A Negative Result on Per-Phase Metric Selection for Demonstration Filtering

    Jun 13, 2026Aarav BediData-CurationPerformance Metric

    Department of Mechanical Engineering University of California, Berkeley

  50. Memento: Reconstruct to Remember for Consistent Long Video Generation

    Jun 12, 2026Xuan Wei, Longbin Ji, Guan Wang +5Visual MemoryLong-Term Memory

    Xiamen University · ERNIE Team, Baidu Inc.

  51. Structured Testbench Generation for LLM-Driven HDL Design and Verification-Oriented Data Curation

    Jun 11, 2026En-Ming Huang, Yu-Hung Kao, Ren-Hao Deng +10Hierarchical Register Transfer Level GenerationTest Generation

    National Taiwan University · Academia Sinica · Harvard University

  52. Provenance-Grounded Gating and Adaptive Recovery in Synthetic Post-Training Data Curation

    Jun 9, 2026Soham Bhattacharjee, Karun Sharma, Vinay Kumar Sankarapu +1Post-TrainingData-Curation

    Lexsi Labs

  53. ClusBench: The Clustering Benchmark Data Resource You've All Been Waiting For (?)

    Jun 9, 2026David P. HofmeyrClusteringSynthetic Data

    School of Mathematical Sciences, Lancaster University

  54. What Demonstration Curation Metrics Do to Your Policy

    Jun 8, 2026Aarav BediData-CurationReceiver Operating Characteristic Area Under The Curve

    Department of Mechanical Engineering University of California, Berkeley

  55. Securing Self-supervised Data Curation for Foundation Models Robustness

    Jun 8, 2026Sandeep Gupta, Roberto PasseroneSelf-Supervised LearningWireless Foundation Models

    Centre for Secure Information Technologies (CSIT), Queen’s University Belfast, UK. · Department of Information Engineering and Computer Science, University of Trento, Italy.

  56. Curation of a Cardiology Interface Terminology for Highlighting Electronic Health Records using Machine Learning

    Jun 6, 2026Mahshad Koohi Habibi Dehkordi, Shuxin Zhou, Yehoshua Perl +6Electronic Health RecordsCardiac

    Department of Computer Science, New Jersey Institute of Technology, Newark, NJ, USA · Department of Computer Science, St.Francis College, Brooklyn, NY, USA · Department of Informatics, New Jersey Institute of Technology, Newark, NJ, USA +5

  57. AgriGov: A Structured Multilingual Dataset Curation for Indian Government Schemes for Farmers

    Jun 6, 2026Mohsina Bilal, Gopakumar GNatural Language DatasetsIndian Languages

    Computer Science and Engineering Department, National Institute of Technology Calicut, Kozhikode, 673601, Kerala, India.

  58. Unlocking Latent Value: Taxonomy-Guided Recovery of High-Performing Data from Low-Tier Web Corpora

    Jun 5, 2026Neeraj Varshney, Sanket Lokegaonkar, Nasser Zalmout +3TaxonomyData-Curation

    Amazon

  59. Can Generalist Agents Automate Data Curation?

    Jun 2, 2026Feiyang Kang, Hanze Li, Adam Nguyen +5Data-CurationData Science Agents

    1Virginia Tech · University of Illinois Urbana-Champaign · University of Wisconsin-Madison +1

  60. Trading Human Curation for Synthetic Augmentation in RLVR

    Jun 2, 2026Akshansh, Leonardo Rosa Rodrigues, Michael Korostelev +2Reinforcement Learning With Verifiable RewardOffline Reinforcement Learning

    Pareto AI