Extraction

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

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  1. Beyond Logprobs: A Multi-Signal Confidence Engine for LLM-Based Document Field Extraction

    Jun 23, 2026Nitesh KumarExtractionConfidence Estimation

    1Perfios Software Solutions Pvt. Ltd.

  2. AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction

    Jun 23, 2026Jordan Lee, Filippos Ventirozos, Abdirahman Abdullahm +3Named-Entity RecognitionExtraction

    Department of Computing and Mathematics, Manchester Metropolitan University, UK · *Work conducted during an internship at Autotrader UK. · Autotrader Research Group, Autotrader UK

  3. Evaluating self-supervised echocardiographic representations across downstream extraction strategies for left-ventricular segmentation and ejection fraction estimation

    Jun 22, 2026Sylwia Majchrowska, Philip TeareEchocardiographyLeft-Ventricular Ejection Fraction

    aR&D Data ScienceSylwiaSkills &Majchrowskaa,Partnership, DataPhilipScienceTeareb& AI, BioPharma R&D, AstraZeneca, Pepparedsleden 1, Mölndal, 431 83, Sweden · bCentre for AI, Data Science & AI, BioPharma R&D, AstraZeneca, BiomedicalJun Campus, 1 Francis Crick Ave, Trumpington, Cambridge, CB2 0AA, UK

  4. Extraction and Analysis of Multimodal Concepts in Vision Language Models through Sparse Autoencoders

    Jun 19, 2026Sergio Lanza, Jae Hee Lee, Stefan WermterExtraction

    Knowledge Technology, Department of Informatics, University of Hamburg, Hamburg, Germany

  5. Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and Why

    Jun 17, 2026Osman Alperen Çinar-Koraş, Marie Bauer, Sameh Khattab +7Information ExtractionExtraction

    Institute for Artificial Intelligence in Medicine (IKIM), University Medicine Essen, Essen, Germany · Faculty of Computer Science, University of Duisburg-Essen, Essen, Germany · Department of Cardiology and Vascular Medicine, University Hospital Essen, Essen, Germany +3

  6. FOSC-X: An Extended Framework for Optimal Local Cuts and Non-Horizontal Cluster Selection from Clustering Hierarchies

    Jun 17, 2026Connor Simpson, Ricardo J. G. B. CampelloClusteringCluster

    Department of Mathematics and Computer Science, University of Southern Denmark, Odense, Denmark.

  7. Loss Landscape Poisoning: Targeted Extraction of Unseen Training Data from LLMs

    Jun 15, 2026Md Abdullah Al Mamun, Ngoc Phu Doan, Pedram Zaree +2Attacker Large Language ModelPoisoning

    UC Riverside · Riverside, California, USA · Queen’s University Belfast +2

  8. CEVAR: Centerline Embedding Extraction for Endovascular Aneurysm Repair

    Jun 14, 2026Roman Naeem, Timo Niiniskorpi, Charlotte Sandström +6ExtractionReview

    Chalmers University of Technology, 412 96 Gothenburg, Sweden · The University of Gothenburg, 405 30 Gothenburg, Sweden · Sahlgrenska University Hospital, 413 45 Gothenburg, Sweden

  9. LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction

    Jun 11, 2026Charles Moslonka, Amaury de Vitry, Arthur Garnier +2Financial Question AnsweringReport

    Artefact Research Center Paris, France · MICS, CentraleSupélec, Université Paris-Saclay Gif-sur-Yvette, France · Ardian Paris, France

  10. Nous: An Attempt to Extract and Inject the Cognition Behind Prediction-Market Behavior

    Jun 11, 2026Haowei QianLarge Language Model ForecastingCognitive Science

    Independent Researcher

  11. SafeLLM: Extraction as a Hallucination-Resistant Alternative to Rewriting in Safety-Critical Settings

    Jun 11, 2026Julia Ive, Felix Jozsa, Evridiki Georgaki +6Large Language Model SafetyLarge Language Model Hallucination

    Institute of Health Informatics, University College London, London, UK · National Hospital for Neurology and Neurosurgery, Queen Square, London, UK · Somerset NHS Foundation Trust, UK +2

  12. Feature extraction for plant growth estimation

    Jun 10, 2026Simbarashe Aldrin Ngorima, Albert Helberg, Marelie H. DavelFeature ExtractionConvolutional Neural Networks

    Faculty of Engineering, North-West University, South Africa · Centre for Artificial Intelligence Research, South Africa · National Institute for Theoretical and Computational Sciences, South Africa

  13. How Small Can You Go? LoRA Fine-Tuning 270M-8B Models for Merchant Information Extraction in Financial Transactions

    Jun 6, 2026Donghao Huang, Tomas Drietomsky, Benjamin Barrett +1Model Fine-TuningTransaction Evidence

    Research and Development, Mastercard, Arlington, VA, USA · School of Computing and Information Systems, Singapore Management University, Singapore · Economic Intelligence, Mastercard, Prague, Czech Republic

  14. Measuring the sensitivity of LLM-based structured extraction to prompt, model, and schema choices in clinical discharge summaries

    Jun 4, 2026Martin MurinClinical NotesLarge Language Model Pipelines

    DryLabz GmbH, Basel, Switzerland

  15. EURO-5K: When Does Domain Pretraining Matter? Benchmarking Transformers for EU Reporting Obligation Extraction

    Jun 2, 2026Marios Koniaris, Vasileios Kotronis, Eugenia Giannini +1ExtractionText Corpora

    Division of Computer Science, School of Electrical and Computer Engineering, National Technical University of Athens, Iroon Polytechniou 9, Zographou Campus, 15780, Athens, Greece. · Department of Humanities Social Sciences and Law, School of Applied Mathematical and Physical Sciences, National Technical University of Athens, Iroon Polytechniou 9, Zographou Campus, 15780, Athens, Greece.

  16. Peacemaker at ATE-IT: Automatic term extraction from Italian text for waste management data using encoder model

    May 31, 2026Mahdi Bakhtiyarzadeh, Hadi Bayrami Asl Tekanlou, Jafar RazmaraExtractionItalian Texts

    Department of Computer Science, University of Tabriz, 29 Bahman Boulevard, Tabriz 51666-16471, Iran

  17. Fine-grained Verification via Diagnostic Reasoning Supervision for Aspect Sentiment Triplet Extraction

    May 29, 2026Wenna Lai, Haoran Xie, Guandong Xu +2RdfSentiment

    The Hong Kong Polytechnic University, China · Lingnan University, China · Education University of Hong Kong, China

  18. AREA: Attribute Extraction and Aggregation for CLIP-Based Class-Incremental Learning

    May 27, 2026Zhen-Hao Xie, Yu-Cheng Shi, Da-Wei ZhouClass-Incremental LearningExtraction

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

  19. Self-Ensembling Vision-Language Models for Chart Data Extraction

    May 26, 2026Thomas Berkane, Qianyi Wang, Maimuna S. MajumderChartExtraction

    Computational Health Informatics Program, Boston Children’s Hospital & Harvard Medical School

  20. Peak-Then-Collapse and the Four Interface Channels of Knowledge-Graph Tool Use

    May 25, 2026Tianda Sun, Dimitar KazakovKnowledge GraphsReinforcement Learning With Verifiable Reward

    University of York · Department of Computer Science · Heslington, York +1

  21. Double Triangle Annotation: A Scalable Human-in-the-Loop Framework for High-Precision Historical Document Annotation

    May 25, 2026Yi RenRdfDocument

    École Polytechnique Fédérale de Lausanne

  22. Solving the Aircraft Disassembly Scheduling Problem

    May 22, 2026Charles Thomas, Pierre SchausJob Shop SchedulingDisassembly

    Institute of Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM), UCLouvain, Place Sainte Barbe 2/L5.02.01, Louvain-la-Neuve, 1348, Belgium.

  23. WCXB: A Multi-Type Web Content Extraction Benchmark

    May 20, 2026Murrough FoleyExtractionGround Truth

  24. SAVER: Selective As-Needed Vision Evidence for Multimodal Information Extraction

    May 20, 2026Miaobo Hu, Shuhao Hu, Bokun Wang +5Multimodal UnderstandingRelation Extraction

    Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100092, China · School of Cyber Security, University of Chinese Academy of Sciences, Beijing 100049, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China

  25. Beyond Text and Tables: Vision-Language Model Integration in ComProScanner for Extracting Materials Data from Scientific Figures with High Accuracy

    May 19, 2026Aritra Roy, Enrico Grisan, Chiara Gattinoni +1Scientific FigureExtraction

    Energy, Materials and Environment Research Centre, London South Bank University, London SE1 0AA, UK. · School of Engineering and Design, London South Bank University, London SE1 0AA, UK. · Bioscience and Bioengineering Research Centre, London South Bank University, London SE1 0AA, UK. +1

  26. Context-aware Entity-Relation Extraction for Threat Intelligence Knowledge Graphs

    May 15, 2026Inoussa Mouiche, sherif SaadCyber Threat IntelligenceRelation Extraction

    School of Computer Science, University of Windsor, ON, Canada

  27. IsoNet: Spatially-aware audio-visual target speech extraction in complex acoustic environments

    May 14, 2026Dinanath Padhya, Sajen Maharjan, Binita Adhikari +1Target Speaker ExtractionMicrophone Array

    Department of Electronics and Computer Engineering, Thapathali Campus, Institute of Engineering, Tribhuvan University, Kathmandu, Nepal

  28. Beyond Manual Curation: Augmenting Targeted Protein Degradation Databases via Agentic Literature Extraction Workflows

    May 11, 2026Yaochen Rao, Farzaneh Jalalypour, N. M. Anoop Krishnan +1ProteinData-Curation

    Department of Computer Science and Engineering, Chalmers University of Technology and University of Gothenburg, Gothenburg, SE · Yardi School of Artificial Intelligence, Indian Institute of Technology Delhi, New Delhi, IN

  29. Read, Extract, Classify: A Tool for Smarter Requirements Engineering

    May 11, 2026Paheli Bhattacharya, Manojit Chakraborty, Santhosh Kumar Arumugam +1Extraction

    Bosch Research and Technology Centre, Bangalore, India

  30. BEA-GS: BEyond RAdiance Supervision in 3DGS for Precise Object Extraction

    May 10, 2026Alessio Mazzucchelli, Maria Naranjo-Almeida, Jorge Bustos-Sanchez +4Interactive 3D SegmentationGaussian Primitives

    Arquimea Research Center · Institut de Rob`otica i Inform`atica Industrial (CSIC-UPC) · Universidad de las Palmas de Gran Canaria (IUSIANI)

  31. Key Coverage Matters: Semi-Structured Extraction of OCR Clinical Reports

    May 10, 2026Yu Wang, Yingyun Li, Ying Qin +1Electronic Health RecordsExtraction

    AI Starfish, Hangzhou, China

  32. PumpSense: Real-Time Detection and Target Extraction of Crypto Pump-and-Dumps on Telegram

    May 10, 2026Ahmed Mahrous, Roberto Di PietroBitcoinExtraction

    King Abdullah University of Science and Technology (KAUST) · Thuwal, Saudi Arabia

  33. Emergent Symbolic Structure in Health Foundation Models: Extraction, Alignment, and Cross-Modal Transfer

    May 8, 2026Gajendra Katuwal, Advait Koparkar, Salar Abbaspourazad +2Medical World ModelMultimodal Foundation Model

    Apple

  34. Systematic Evaluation of Large Language Models for Post-Discharge Clinical Action Extraction

    May 7, 2026Shivali Dalmia, Ananya Mantravadi, Prasanna DesikanLarge Language Model PipelinesNatural Language Processing

    Centific AI Research · Centific Global Solutions, Inc.

  35. PlotPick: AI-powered batch extraction of numerical data from scientific figures

    May 7, 2026Tommy CarstensenScientific FigureChart

    1Copenhagen Research Centre for Biological and Precision Psychiatry, Mental Health Centre Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark

  36. From Articles to Premises: Building PrimeFacts, an Extraction Methodology and Resource for Fact-Checking Evidence

    May 7, 2026Premtim Sahitaj, Jawan Kolanowski, Ariana Sahitaj +7Fact-CheckingEvidence-Grounded Questions

    Technische Universität Berlin, Quality and Usability Lab, Berlin, Germany · Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI), Berlin, Germany · Harz University of Applied Sciences, Wernigerode, Germany +1

  37. Spatial Priming Outperforms Semantic Prompting: A Grid-Based Approach to Improving LLM Accuracy on Chart Data Extraction

    May 6, 2026Andrei Lazarev, Dmitrii Sedov, Alexander GalkinExtractionPriming

    Department of Control and Applied Mathematics Moscow Institute of Physics and Technology Moscow, Russia · Moscow Institute of Physics and Technology Moscow, Russia · Institute of Computer Science Lipetsk State Technical University Lipetsk, Russia

  38. Hardware-Aware Neural Feature Extraction for Resource-Constrained Devices

    May 5, 2026Francesco Tosini, Simone Pedroni, Christian Veronesi +5Resource-Constrained Edge DevicesFeature Extraction

    Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Italy · Department of Electronics, Informationة · Smart Eyewear Lab, EssilorLuxottica, Milan, Italy

  39. HUGO-CS: A Hybrid-Labeled, Uncertainty-Aware, General-Purpose, Observational Dataset for Cold Spray

    May 5, 2026Stephen Price, Kyle Miller, Marco Musto +5Maestro DatasetExtraction

    Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA · Citrine Informatics, Redwood City, CA, USA · Materials and Manufacturing Department, Worcester Polytechnic Institute, Worcester, MA, USA +1

  40. Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction

    May 5, 2026Yao-Shun Chuang, Tushti Mody, Uday Pratap Singh +6Small Large Language ModelsClinical

    McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, United States · School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030, United States · School of Dentistry, The University of Texas Health Science Center at Houston, Houston, TX 77054, United States +1

  41. DECKER: Domain-invariant Embedding for Cross-Keyboard Extraction and Recognition

    May 5, 2026Bikrant Bikram Pratap Maurya, Nitin Choudhury, Daksh Agarwal +1Keystroke DynamicsAcoustic

    IIIT-Delhi · India · Guru Gobind Singh Indraprastha University, Delhi

  42. Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation

    May 4, 2026Francesco Sovrano, Gabriele Dominici, Marc LangheinrichMechanistic InterpretabilityAblation

    Università della Svizzera italiana Lugano, Switzerland

  43. Laplacian Frequency Interaction Network for Rural Thematic Road Extraction

    May 4, 2026Baiyan Chen, Weixin ZhaiRoad NetworksSpatio-Temporal Network

    College of Information and Electrical Engineering China Agricultural University Beijing, China

  44. TIJERE: A Novel Threat Intelligence Joint Extraction Model Based on Analyst Expert Knowledge

    May 3, 2026Inoussa Mouiche, Sherif SaadCyber Threat IntelligenceRelation Extraction

    School of Computer Science, University of Windsor, 401 Sunset Ave, Windsor, N9B 3P4, ON, Canada

  45. Ablation Study of Multimodal Perception, Language Grounding, and Control for Human-Robot Interaction in an Object Detection and Grasping Task

    May 1, 2026Zi Tian, Guanting ShenHuman-Robot InteractionContextual Grounding

    Dalian University of Technology, Dalian, China

  46. Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction

    Apr 29, 2026Yuxuan Huang, Yihang Chen, Zhiyuan He +6Agentic SearchWeb Agents

    University of Liverpool · University College London · Huawei Noah’s Ark Lab

  47. Wiki Dumps to Training Corpora: South Slavic Case

    Apr 28, 2026Mihailo Škorić, Cosimo PalmaText CorporaWikipedia

    University of Belgrade, Faculty of Mining and Geology · University of Pisa, Department of Computer Sciences

  48. RaV-IDP: A Reconstruction-as-Validation Framework for Faithful Intelligent Document Processing

    Apr 26, 2026Pritesh JhaDocumentExtraction

  49. Job Skill Extraction via LLM-Centric Multi-Module Framework

    Apr 23, 2026Guojing Li, Zichuan Fu, Junyi Li +8JobsText Corpora

    City University of Hong Kong · Renmin University of China · 1City University of Hong Kong. +1

  50. Enhancing Unsupervised Keyword Extraction in Academic Papers through Integrating Highlights with Abstract

    Apr 21, 2026Yi Xiang, Chengzhi ZhangExtraction

    Department of Information Management, Nanjing University of Science and Technology, Nanjing 210094, China

  51. Analytical Extraction of Conditional Sobol' Indices via Basis Decomposition of Polynomial Chaos Expansions

    Apr 21, 2026Shijie Zhong, Jiangfeng FuUncertainty QuantificationBasis Decomposition

    School of Power and Energy Northwestern Polytechnical University Xi’an, Shanxi 710129

  52. Harmful Intent as a Geometrically Recoverable Feature of LLM Residual Streams

    Apr 20, 2026Isaac Llorente-SaguerLarge Language Model SafetyInstruction-Tuned Models

    Independent Researcher

  53. Colour Extraction Pipeline for Odonates using Computer Vision

    Apr 20, 2026Megan Mirnalini Sundaram Rajaraman, Fons J. Verbeek, Vincent J. Kalkman +1Computer VisionMorphology

    Leiden Institute of Advanced Computer Science (LIACS) Leiden University Leiden, The Netherlands · Naturalis Biodiversity Center Leiden, The Netherlands

  54. Beyond Indistinguishability: Measuring Extraction Risk in LLM APIs

    Apr 20, 2026Ruixuan Liu, David Evans, Li XiongExtractionIndistinguishability

    Emory University · University of Virginia

  55. Benchmarking System Dynamics AI Assistants: Cloud Versus Local LLMs on CLD Extraction and Discussion

    Apr 20, 2026Terry LeitchCloudExtraction

    Ruxton AI

  56. Extraction of informative statistical features in the problem of forecasting time series generated by It{ô}-type processes

    Apr 18, 2026Victor Korolev, Mikhail Ivanov, Tatiana Kukanova +4Time Series ForecastingStochastic Differential Equations

    Lomonosov Moscow State University, Faculty of Computational Mathematics and Cybernetics · Moscow Center for Fundamental and Applied Mathematics · Federal Research Center “Computer Science and Control”, Russian Academy of Sciences +2

  57. Building Extraction from Remote Sensing Imagery under Hazy and Low-light Conditions: Benchmark and Baseline

    Apr 16, 2026Feifei Sang, Wei Lu, Hongruixuan Chen +2Single Image DehazingRemote Sensing

    MOE Key Lab of ICSP, Anhui Provincial Key Lab of Multimodal Cognitive Computation, IMIS Lab of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China · Graduate School of Frontier Sciences, The University of Tokyo, Chiba, 277-8561, Japan

  58. IE as Cache: Information Extraction Enhanced Agentic Reasoning

    Apr 16, 2026Hang Lv, Sheng Liang, Hongchao Gu +5Agentic ReasoningInformation Extraction

    University of Science and Technology of China · Huawei Technologies Co., Ltd.

  59. REGREACT: Self-Correcting Multi-Agent Pipelines for Structured Regulatory Information Extraction

    Apr 13, 2026Mohammed Ali, Abdelrahman Abdallah, Adam JatowtRegulationInformation Extraction

    University of Innsbruck, Austria

  60. Towards Automated Solar Panel Integrity: Hybrid Deep Feature Extraction for Advanced Surface Defect Identification

    Apr 13, 2026Muhammad Junaid Asif, Muhammad Saad Rafaqat, Usman Nazakat +2PhotovoltaicDefect Detection

    Artificial Intelligence Technology Centre (AITeC), National Centre for Physics (NCP), Islamabad 44000, Pakistan · School of Computing, Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology (PAFIAST), Haripur 22620, Pakistan