Extraction

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Period ending 2026-09-14

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

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

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

    May 11, 2026Ihor Stepanov, Oleksandr Lukashov, Mykhailo Shtopko +1Relation ExtractionNamed-Entity Recognition

  3. GLiNER2-PII: A Multilingual Model for Personally Identifiable Information Extraction

    May 11, 2026Urchade Zaratiana, Ash Lewis, George Hurn-MaloneySensitive DataNamed-Entity Recognition

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

    May 10, 2026Alessio Mazzucchelli, Maria Naranjo-Almeida, Jorge Bustos-Sanchez +43D Gaussian Splatting3D Segmentation

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

    May 10, 2026Yu Wang, Yingyun Li, Ying Qin +1Clinical NotesElectronic Health Records

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

    May 10, 2026Ahmed Mahrous, Roberto Di PietroCryptocurrency MarketsDiffie-Hellman

  7. Uncertainty-Aware Structured Data Extraction from Full CMR Reports via Distilled LLMs

    May 8, 2026Yi Yu, Parker Martin, Zhenyu Bu +5Cardiac Magnetic Resonance ImagingInformation Extraction

  8. RelAgent: LLM Agents as Data Scientists for Relational Learning

    May 8, 2026Xingyue Huang, Louis Tichelman, Jinwoo Kim +2RelationalData Science Agents

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

    May 8, 2026Hanqing ZhaoInformation ExtractionScholar Data

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

    May 8, 2026Gajendra Katuwal, Advait Koparkar, Salar Abbaspourazad +2Electronic Health Record Foundation ModelsMultimodal Foundation Model

  11. Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale

    May 7, 2026Haydn Jones, Yimeng Zeng, Alden Rose +11BiomedicalReal-World Clinical Dataset

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

    May 7, 2026Shivali Dalmia, Ananya Mantravadi, Prasanna DesikanNatural Language ProcessingExtraction

  13. IRC-Bench: Recognizing Entities from Contextual Cues in First-Person Reminiscences

    May 7, 2026Yehudit Aperstein, Eden Moran, Alexander ApartsinNamed-Entity RecognitionContextual Reasoning

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

    May 7, 2026Tommy CarstensenExtractionTabular Learning

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

    May 7, 2026Premtim Sahitaj, Jawan Kolanowski, Ariana Sahitaj +7Fact-CheckingIncomplete Evidence

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

    May 7, 2026Md Touhidul Islam, Yasir Mahmud, Sujan Kumar Saha +2ChartExtraction

  17. 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

  18. A Hybrid Method for Low-Resource Named Entity Recognition

    May 6, 2026Do Minh Duc, Quan Xuan Truong, Viet Tran Hong +5Named-Entity RecognitionNatural Language Processing

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

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

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

    May 5, 2026Achuth Chandrasekhar, Omid Barati Farimani, Radheesh Sharma Meda +1Materials ScienceScientific Discovery

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

    May 5, 2026Stephen Price, Kyle Miller, Marco Musto +5ExtractionObservational Data

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

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

  23. SAM-NER: Semantic Archetype Mediation for Zero-Shot Named Entity Recognition

    May 5, 2026Ruichu Cai, Juntao Gan, Miao Mai +2Named-Entity RecognitionSam2

  24. Geolocating News about Extreme Climate Events: A Comparative Analysis of Off-the-Shelf Tools for Toponym Identification in German

    May 5, 2026Brielen Madureira, Mariana Madruga de Brito, Andreas NieklerGermanNamed-Entity Recognition

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

    May 5, 2026Bikrant Bikram Pratap Maurya, Nitin Choudhury, Daksh Agarwal +1AcousticSide-Channel Analysis

  26. SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction

    May 4, 2026Sin Yu Bonnie Ho, Arlie Coles, Erik Larsson +3Information ExtractionSchema

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

    May 4, 2026Rasmus T. Aavang, Rasmus Tjalk-Bøggild, Alexandre Iolov +3Financial DisclosuresInformation Extraction

  28. MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports

    May 4, 2026Yingyun Li, Yu Wang, Haiyang QianInformation ExtractionMedix

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

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

  30. Laplacian Frequency Interaction Network for Rural Thematic Road Extraction

    May 4, 2026Baiyan Chen, Weixin ZhaiRoadsideFrequency

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

    May 3, 2026Inoussa Mouiche, Sherif SaadRelation ExtractionExtraction

  32. BIM Information Extraction Through LLM-based Adaptive Exploration

    May 3, 2026Sylvain Hellin, Suhyung Jang, Stefan Fuchs +2Building Information ModelingInformation Extraction

  33. 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 InteractionGrasp Stability

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

    Apr 29, 2026Yuxuan Huang, Yihang Chen, Zhiyuan He +6Agentic SearchMulti-Hop Retrieval

  35. Naamah: A Large Scale Synthetic Sanskrit NER Corpus via DBpedia Seeding and LLM Generation

    Apr 29, 2026Akhil Rajeev P, Annarao KulkarniNatural Language DatasetsNamed-Entity Recognition

  36. Wiki Dumps to Training Corpora: South Slavic Case

    Apr 28, 2026Mihailo Škorić, Cosimo PalmaMultilingual CorpusCorpus

  37. Looking for the Bottleneck in Fine-grained Temporal Relation Classification

    Apr 27, 2026Hugo Sousa, Ricardo Campos, Alípio JorgeRelation ExtractionNatural Language Processing

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

    Apr 26, 2026Pritesh JhaDocumentReconstruction-Driven Framework

  39. Chinese-SkillSpan: A Span-Level Dataset for ESCO-Aligned Competency Extraction from Chinese Job Ads

    Apr 24, 2026Guojing Li, Zichuan Fu, Junyi Li +6JobsNamed-Entity Recognition

  40. Large language model-enabled automated data extraction for concrete materials informatics

    Apr 24, 2026Zhanzhao Li, Kengran Yang, Qiyao He +1Materials DiscoveryLarge Language Model Pipelines

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

    Apr 23, 2026Guojing Li, Zichuan Fu, Junyi Li +8JobsNatural Language Processing

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

    Apr 23, 2026Jiaxian Yan, Jintao Zhu, Yuhang Yang +8Drug DesignLife Sciences Research

  43. Decoding Text Spans for Efficient and Accurate Named-Entity Recognition

    Apr 22, 2026Andrea Maracani, Savas Ozkan, Junyi Zhu +2Named-Entity RecognitionInformation Extraction

  44. Multi-Perspective Evidence Synthesis and Reasoning for Unsupervised Multimodal Entity Linking

    Apr 22, 2026Mo Zhou, Jianwei Wang, Kai Wang +3Relation Extraction

  45. SAKE: Self-aware Knowledge Exploitation-Exploration for Grounded Multimodal Named Entity Recognition

    Apr 22, 2026Jielong Tang, Xujie Yuan, Jiayang Liu +6Named-Entity RecognitionKnowledge Graph Embeddings

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

    Apr 21, 2026Yi Xiang, Chengzhi ZhangExtractionAcademic Papers

  47. A Mechanism and Optimization Study on the Impact of Information Density on User-Generated Content Named Entity Recognition

    Apr 21, 2026Jiang Xiaobo, Dinghong Lai, Song Qiu +2Named-Entity RecognitionSparse Supervision

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

    Apr 20, 2026Isaac Llorente-SaguerLarge Language Model SafetyTransformer Residual Streams

  49. Colour Extraction Pipeline for Odonates using Computer Vision

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

  50. Beyond Indistinguishability: Measuring Extraction Risk in LLM APIs

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

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

    Apr 20, 2026Terry LeitchLarge LanguageCloud

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

    Apr 20, 2026Yue Liu, Zhiyuan Cheng, Longying LaiFinancial DisclosuresInformation Extraction

  53. E2E-GMNER: End-to-End Generative Grounded Multimodal Named Entity Recognition

    Apr 19, 2026Meng Zhang, Jinzhong Ning, Xiaolong Wu +2Named-Entity RecognitionVision-Language Model Grounding

  54. Comparing Human and Large Language Model Interpretation of Implicit Information

    Apr 18, 2026Antonio De Santis, Tommaso Bonetti, Andrea Tocchetti +1LLM Reasoning MethodsInferring

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

    Apr 18, 2026Pollawat Hongwimol, Haoning Shang, Chutong Wang +6ProductsKnowledge Graphs

  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 ForecastingTime Series

  57. DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition

    Apr 17, 2026Siun Kim, Hyung-Jin YoonNamed-Entity RecognitionZero-Shot Benchmark

  58. PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection

    Apr 17, 2026Pritesh JhaSensitive DataNamed-Entity Recognition

  59. GIST: Multimodal Knowledge Extraction and Spatial Grounding via Intelligent Semantic Topology

    Apr 16, 2026Shivendra Agrawal, Bradley HayesSpatial GroundingNavigation

  60. 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 DehazingLow-Light Images