Document Information Extraction

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34 papers in the last four weeks, up 89% on the four weeks before. 0.3% of all new papers.

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  1. CVE-TTP KG: Knowledge Graph Linking Software Vulnerabilities to Attack Behaviors

    Jun 30, 2026Swati Yadav, Dincy R. Arikkat, Basant Agarwal +3KG ConstructionCyber Threat Intelligence

    Department of Computer Science & Engineering Swami Keshvanand Institute of Technology, Management & Gramothan, Jaipur · Department of Computer Science and Engineering Christ College of Engineering Thrissur, Kerala · Department of Computer Science & Engineering Central University of Rajasthan, Ajmer +2

  2. Research Entity Extraction and Topic Detection from UKRI Grant Proposals

    Jun 29, 2026Xingran Ruan, Angelo Salatino, Rosa Filgueira +4AI-Assisted Scientific ResearchDocument Information Extraction

    EPCC, University of Edinburgh, UK · Knowledge Media Institute, The Open University, UK · Institute for Technology and Humanity, University of Cambridge, UK +2

  3. Making Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework

    Jun 29, 2026Yuchen He, Peizhi Ying, Liqi Cheng +4Document Information ExtractionMultimodal Large Language Models

    State Key Lab of CAD&CG, Zhejiang University · Zhejiang University Hangzhou, Zhejiang, China · Guangdong University of Technology Guangzhou, Guangdong, China

  4. Extracting Knowledge from an Arabic-English Machine-Readable Dictionary Using Information Extraction

    Jun 26, 2026Diaa M. Fayed, Aly A. Fahmy, Mohsen A. Rashwan +1Arabic NLPDocument Information Extraction

    Department of Computer Science Faculty of Computers and Information, Cairo University Giza, Egypt · Department of EECE Faculty of Engineering, Cairo University Giza, Egypt · Department of Arabic Language and Literatures Faculty of Arts, Cairo University Giza, Egypt

  5. A Study of Temporal Fusion Strategies for Named Entity Recognition in Historical Texts

    Jun 26, 2026Emanuela BorosNamed Entity RecognitionDocument Information Extraction

    Digital Humanities Laboratory, EPFL, Lausanne, Switzerland

  6. LLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank

    Jun 25, 2026Serhii Hamotskyi, Akash Kumar Gautam, Christian HänigFinancial ServicesLegal NLP

    Anhalt University of Applied Sciences

  7. Utilizing Cognitive Signals Generated during Human Reading to Enhance Keyphrase Extraction from Microblogs

    Jun 25, 2026Xinyi Yan, Yingyi Zhang, Chengzhi ZhangDocument Information ExtractionMultimodal Learning

    Department of Information Management, Nanjing University of Science and Technology, Nanjing, 210094, China · Department of Archives and E-government, Soochow University, Suzhou, China

  8. Extracting Problem and Method Sentence from Scientific Papers: A Context-enhanced Transformer Using Formulaic Expression Desensitization

    Jun 25, 2026Yingyi Zhang, Chengzhi ZhangData AugmentationDocument Information Extraction

    Department of Archives and E-government, Soochow University, Suzhou, China · Department of Information Management, Nanjing University of Science and Technology, Nanjing, China

  9. Overview of HIPE-2026: Person-Place Relation Extraction from Multilingual Historical Texts

    Jun 24, 2026Juri Opitz, Maud Ehrmann, Corina Raclé +3Relation ExtractionHistorical Document Analysis

    University of Zurich, Switzerland · 2 École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland · Swiss Federal Institute of Technology Zurich (ETHZ), Switzerland

  10. AI-PAVE-Br: Leveraging Large Language Models for Enhanced Product Attribute Value Extraction through a Golden Set Approach

    Jun 23, 2026Murilo Gazzola, Hugo Gobato Souto, Samuel Silva +4Document Information ExtractionLLM Information Extraction

    LuizaLabs – Center of Excellence in Artificial Intelligence S˜ao Paulo, SP – Brazil · Department of Computing and Informatics – Mackenzie Presbyterian University S˜ao Paulo, SP – Brazil · Institute of Mathematics and Computer Sciences - University of S˜ao Paulo S˜ao Carlos, SP – Brazil

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

    Jun 23, 2026Nitesh KumarSelective PredictionDocument Information Extraction

    1Perfios Software Solutions Pvt. Ltd.

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

    Jun 23, 2026Jordan Lee, Filippos Ventirozos, Abdirahman Abdullahm +3Named Entity RecognitionDocument Information Extraction

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

  13. Building Agent Harnesses for Scientific Curation from Multimodal Sources

    Jun 19, 2026Sheng Zhang, Qin Liu, Renqian Luo +9Document Information ExtractionScientific Workflow Automation

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

  14. Source-Grounded Data Generation for Text-to-JSON Learning

    Jun 18, 2026Sunghee Ahn, Guijin Son, Youngjae YuGrounded Text GenerationSynthetic Data Generation

    1Seoul National University

  15. Toten: A Knowledge-Based System For Structure-Preserving Representation Of Physical Quantities And Technical Notation In Brazilian Portuguese

    Jun 17, 2026Antonio de Sousa Leitão Filho, Allan Kardec Duailibe Barros Filho, Fabrício Saul Lima. Selby Mykael Lima dos Santos +1Document Information Extraction

    Aia Context, São Luís, Brazil · Universidade Federal do Maranhão, São Luís, Maranhão, Brazil · Universidade de São Paulo, São Paulo, Brazil

  16. Agents-K1: Towards Agent-native Knowledge Orchestration

    Jun 11, 2026Zongsheng Cao, Bihao Zhan, Jinxin Shi +23KG ConstructionAI for Science

    Shanghai Artificial Intelligence Laboratory · East China Normal University · Fudan University

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

    Jun 11, 2026Charles Moslonka, Amaury de Vitry, Arthur Garnier +2Long-Context RetrievalDocument Information Extraction

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

  18. AAbAAC: An Annotated Corpus for Autoimmunity Information Extraction

    Jun 11, 2026Fabien Maury, Solène Grosdidier, Maud de Dieuleveult +1Named Entity RecognitionDocument Information Extraction

    Imagine - U1163, HeKA | U1346 · Inserm, Université Paris Cité, U1163 Institut Imagine, Paris, France · Imagine - U1163 +3

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

    Jun 10, 2026Tiziano Labruna, Guido Bertolini, Pietro Ferrazzi +1Document Information ExtractionClinical Information Extraction

    Fondazione Bruno Kessler, Trento, Italy · Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy · University of Padua, Padua, Italy

  20. Notes2Skills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills

    Jun 10, 2026Shi Liu, Jiayao Chen, Chengwei Qin +3AI for ScienceDocument Information Extraction

    Southern University of Science and Technology, Shenzhen, China · Shenzhen Loop Area Institute, Shenzhen, China · The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China +1

  21. Attention Expansion: Enhancing Keyphrase Extraction from Long Documents with Attention-Augmented Contextualized Embeddings

    Jun 9, 2026Roberto Martínez-Cruz, Alvaro J. López-López, José PortelaDocument Information ExtractionLong-Context Modeling

    Institute for Research in Technology, ICAI School of Engineering, Comillas Pontifical University, Madrid, Spain. · DD-AIM, New York, USA.

  22. ChartLens: A Dual-Branch Framework for Chart Data Correction and Factual Summary Refinement

    Jun 9, 2026Hao Liu, Ruping Cao, Kun Wang +4Document Information ExtractionChart Data Extraction

    1Shandong University · 2Southeast University · 3Harbin Institute of Technology (Shenzhen)

  23. 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 +1Financial ServicesMemory-Efficient Fine-Tuning

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

  24. ReadingMachine: A Computational Methodology for Structured Corpus Reading and Large-Scale Synthesis

    Jun 5, 2026James MorrisseyDocument Information ExtractionLLM Information Extraction

  25. RealDocBench: A Benchmark for Field-Level QA and Layout Understanding on Real-World Regulated Documents

    Jun 5, 2026Ameya Joshi, Joon Kim, Gus Eggert +5Benchmark DesignDocument Information Extraction

    Extend AI

  26. HKJudge: A Legal Discourse-Annotated Corpus for Interpreting What Courts Find, How They Reason, and What They Rule

    Jun 4, 2026Xi Xuan, Wenxin Zhang, Yufei Zhou +2Legal NLPDocument Information Extraction

    City University of Hong Kong · University of Chinese Academy of Sciences

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

    Jun 4, 2026AJ Carl P. Dy, Aivin V. SolatorioDocument Information ExtractionDocument Layout Analysis

    Development Data Group Office of the World Bank Group Chief Statistician The World Bank 1818 H Street N.W., Washington, 20433 District of Columbia, USA

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

    Jun 2, 2026Marios Koniaris, Vasileios Kotronis, Eugenia Giannini +1Language Model PretrainingLegal NLP

    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.

  29. An NLP-Driven Framework for Curriculum-Labor Market Alignment: Schema-Constrained LLM Extraction, ESCO-Anchored Semantic Matching, and Multi-Dimensional Gap Quantification

    Jun 1, 2026Sherzod Turaev, Mary John, Mamoun Awad +2Document Information ExtractionLLM Information Extraction

    Department of Computer Science & Software Engineering, College of Information Technology, United Arab Emirates University, Al Ain, Abu Dhabi, United Arab Emirates · Academic Support Department, Abu Dhabi Polytechnic, Abu Dhabi, United Arab Emirates · Department of Information Systems and Security, College of Information Technology, United Arab Emirates University, Al Ain, Abu Dhabi, United Arab Emirates

  30. Construction of Historical Knowledge Graphs Based on BERT and Graph Neural Networks

    Jun 1, 2026Ping Li, Bartlomiej BrzozkaKG ConstructionHistorical Document Analysis

    Shandong Management University, Jinan, Shandong Province, 250357, China · Maria Curie-Sklodowska University, Faculty of Mathematics, Physics and Computer Science, 20-031 Lublin, Poland