Document Information Extraction

Momentum

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

Jul 13Week of Sep 28

Latest papers 189

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  1. 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 RazmaraDocument Information ExtractionLow-Resource Language Processing

  2. Digging Up Citations: FOSSIL, a Dataset and Workflow for Reference Extraction in Law and the Humanities

    May 31, 2026Luca Foppiano, Christian BoulangerDocument Information ExtractionLegal Document Analysis

  3. Wind Turbine Maintenance Log Labelling Framework: LLM-Driven Data Correction and Enrichment via Semantic Extraction of Reliability Intelligence

    May 29, 2026Max Malyi, Jonathan Shek, Alasdair McDonald +1LLM-Assisted AnnotationDocument Information Extraction

  4. Traceable by Design: An LLM Pipeline and Dashboard for EU Regulatory Consultation Analysis

    May 29, 2026Thales Bertaglia, Haoyang Gui, Catalina Goanta +1LLM-Assisted AnnotationDocument Information Extraction

  5. AI for Monitoring and Classifying Data Used in Research Literature

    May 28, 2026Rafael Macalaba, Aivin V. SolatorioDocument Information ExtractionLLM Information Extraction

  6. IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents

    May 27, 2026Michael Galarnyk, Siddharth Lohani, Vidhyakshaya Kannan +8Document Information ExtractionMultimodal Model Evaluation

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

    May 26, 2026Thomas Berkane, Qianyi Wang, Maimuna S. MajumderData VisualizationEnsemble Learning

  8. Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline

    May 26, 2026Michal Laufer, Yehudit Aperstein, Alexander ApartsinRelation ExtractionHealthcare

  9. TTPrint: Evidence-Grounded TTP Extraction via Diverge-then-Converge Verification

    May 25, 2026Yutong Cheng, Changze Li, Raihan Sultan Pasha Basuki +3Cyber Threat IntelligenceDocument Information Extraction

  10. Noise-Robust Financial Numerical Entity Attribute Tagging

    May 24, 2026Hsin-Min Lu, Chen-Yang Lai, Yi-Jhen Li +1Document Information ExtractionNoisy-Label Learning

  11. SSDAU: Structured Semantic Data Augmentation for Joint Entity and Relation Extraction

    May 22, 2026Jiawei He, Mengyu Shi, Jiawei Liu +6Relation ExtractionSynthetic Data Augmentation

  12. Format-Constraint Coupling in Knowledge Graph Construction from Statistical Tables

    May 21, 2026Jingxuan Qi, Zhiqiang Ye, Yuxiang FengKG ConstructionDocument Information Extraction

  13. 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 +1VLM EvaluationDocument Information Extraction

  14. MADP: A Multi-Agent Pipeline for Sustainable Document Processing with Human-in-the-Loop

    May 16, 2026Diego Gosmar, Giovanni ZeneziniMulti-Agent LLM SystemsDocument Information Extraction

  15. Ontology for Policing: Conceptual Knowledge Learning for Semantic Understanding and Reasoning in Law Enforcement Reports

    May 15, 2026Anita Srbinovska, Jansen Orfan, Adrian Martin +1KG ConstructionDocument Information Extraction

  16. LIFT: Last-Mile Fine-Tuning for Table Explicitation

    May 13, 2026Divij Khaitan, Ashish TiwariSupervised Fine-TuningFine-Tuning

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

    May 11, 2026Yaochen Rao, Farzaneh Jalalypour, N. M. Anoop Krishnan +1Training Data CurationDocument Information Extraction

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

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

  19. GLiNER-Relex: A Unified Framework for Joint Named Entity Recognition and Relation Extraction

    May 11, 2026Ihor Stepanov, Oleksandr Lukashov, Mykhailo Shtopko +1Relation ExtractionKG Construction

  20. TCMIIES: A Browser-Based LLM-Powered Intelligent Information Extraction System for Academic Literature

    May 8, 2026Hanqing ZhaoDocument Information ExtractionLLM Information Extraction

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

    May 7, 2026Shivali Dalmia, Ananya Mantravadi, Prasanna DesikanDocument Information ExtractionClinical Information Extraction

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

    May 7, 2026Tommy CarstensenData VisualizationVision-Language Models

  23. ChartZero: Synthetic Priors Enable Zero Shot Chart Data Extraction

    May 7, 2026Md Touhidul Islam, Yasir Mahmud, Sujan Kumar Saha +2Data VisualizationZero-Shot Learning

  24. From Historical Tabular Image to Knowledge Graphs: A Provenance-Aware Modular Pipeline

    May 6, 2026Sarah Binta Alam Shoilee, Victor de Boer, Jacco van Ossenbruggen +1KG ConstructionData Provenance

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

    May 6, 2026Andrei Lazarev, Dmitrii Sedov, Alexander GalkinLLM PromptingDocument Information Extraction

  26. Material Database Agent: A Multimodal Agentic Framework for Scientific Literature Mining

    May 5, 2026Achuth Chandrasekhar, Omid Barati Farimani, Radheesh Sharma Meda +1Multi-Agent LLM SystemsDocument Information Extraction

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

    May 5, 2026Stephen Price, Kyle Miller, Marco Musto +5Human-in-the-Loop AnnotationDocument Information Extraction

  28. Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls

    May 4, 2026Rasmus T. Aavang, Rasmus Tjalk-Bøggild, Alexandre Iolov +3Document Information ExtractionLLM Information Extraction

  29. ATLAS: Article Tracking, Linking, and Analysis of Swedish Encyclopedias

    May 4, 2026Albin Andersson, Salam Jonasson, Fredrik Wastring +1KG ConstructionHistorical Document Analysis

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

    May 3, 2026Inoussa Mouiche, Sherif SaadRelation ExtractionNamed Entity Recognition

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

    Apr 29, 2026Yuxuan Huang, Yihang Chen, Zhiyuan He +6Multi-Agent LLM SystemsAgentic Search

  32. ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection

    Apr 26, 2026Dongxin Guo, Jikun Wu, Siu Ming YiuFinancial ServicesGraph Retrieval-Augmented Generation

  33. SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation

    Apr 24, 2026Harshit Joshi, Priyank Shethia, Jadelynn Dao +1AI-Assisted Scientific ResearchDocument Information Extraction

  34. PrivSTRUCT: Untangling Data Purpose Compliance of Privacy Policies in Google Play Store

    Apr 24, 2026Bhanuka Silva, Anirban Mahanti, Aruna Seneviratne +1Privacy AuditingDocument Information Extraction

  35. EVENT5Ws: A Large Dataset for Open-Domain Event Extraction from Documents

    Apr 23, 2026Praval Sharma, Ashok Samal, Leen-Kiat Soh +1Document Information Extraction

  36. A Multimodal Text- and Graph-Based Approach for Open-Domain Event Extraction from Documents

    Apr 23, 2026Praval SharmaDocument Information ExtractionLLM Information Extraction

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

    Apr 23, 2026Guojing Li, Zichuan Fu, Junyi Li +8Document Information ExtractionLLM Information Extraction

  38. BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature

    Apr 23, 2026Jiaxian Yan, Jintao Zhu, Yuhang Yang +8Document Information ExtractionMultimodal Large Language Models

  39. A Large-Scale, Cross-Disciplinary Corpus of Systematic Reviews

    Apr 23, 2026Pierre Achkar, Tim Gollub, Arno Simons +2Evidence SelectionDocument Information Extraction

  40. Benchmarking Large Language Models for Safety Data Extraction

    Apr 22, 2026Jonas Grill, Thomas Bayer, Sören BerlingerLLM EvaluationLLM Prompting

  41. PulseBench-Tab: A Multilingual Benchmark for Table Extraction with Graph-Based Evaluation

    Apr 21, 2026Ritvik Pandey, Sid Manchkanti, Mohammed Wazir Adain +2Table Structure RecognitionDocument Information Extraction

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

    Apr 21, 2026Yi Xiang, Chengzhi ZhangDocument Information Extraction

  43. Improving the Completeness and Comparability of Segment Disclosures: A Large Language Model Approach

    Apr 20, 2026Yue Liu, Zhiyuan Cheng, Longying LaiDocument Information ExtractionLLM Information Extraction

  44. AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph Construction

    Apr 18, 2026Pollawat Hongwimol, Haoning Shang, Chutong Wang +6KG ConstructionDocument Information Extraction

  45. MeasHalu: Mitigation of Scientific Measurement Hallucinations for Large Language Models with Enhanced Reasoning

    Apr 18, 2026Ruijun Huang, Zhiqiao Kang, Yuxuan Zhu +5LLM Hallucination MitigationDocument Information Extraction