Named-Entity Recognition

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12 papers in the last four weeks, up 33% on the four weeks before. 0.1% of all new papers.

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

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

    School of Computer Science, Guangdong University of Technology · Peng Cheng Laboratory · Nanfang Media Group(Nanfang Daily) +1

  2. 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

    LeipzigLab - Climate Discourse, Leipzig University, Leipzig, Germany · Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany · Leipzig University, Leipzig, Germany +1

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

    Apr 29, 2026Akhil Rajeev P, Annarao KulkarniNamed-Entity RecognitionIndian Languages

    Centre for Development of Advanced Computing (C-DAC), Bangalore

  4. 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

    City University of Hong Kong · Renmin University of China

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

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

    Samsung Research UK, Staines-upon-Thames, United Kingdom

  6. 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

    Sun Yat-sen University Zhuhai, China · Shandong Normal University Jinan, China · University of the Chinese Academy of Sciences Beijing, China +2

  7. 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 RecognitionIndonesian E-Commerce Reviews

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

    Apr 19, 2026Meng Zhang, Jinzhong Ning, Xiaolong Wu +2Named-Entity RecognitionGenerative Models

    1Dalian Maritime University · 2Dalian University of Technology

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

    Apr 17, 2026Siun Kim, Hyung-Jin YoonNamed-Entity RecognitionLarge Language Model Annotations

    Seltasquare Seoul, Korea · Biomedical Research Institute, Seoul National University Hospital · Seoul National University College of Medicine Seoul, Korea

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

    Apr 17, 2026Pritesh JhaNamed-Entity RecognitionBenchmark Datasets

    Independent Researcher

  11. Named-Entity Recognition in the Crime Domain (CrimeNER): Case Study and Dataset

    Mar 2, 2026Miguel Lopez-Duran, Julian Fierrez, Aythami Morales +7Named-Entity RecognitionViolence Detection

    BiometricsAI, Universidad Autónoma de Madrid

  12. What Matters When Building Universal Multilingual Named Entity Recognition Models?

    Jan 9, 2026Jonas Golde, Patrick Haller, Alan AkbikMultilingual Language ModelsNamed-Entity Recognition

    Humboldt Universität zu Berlin

  13. GeoSense-AI: Fast Location Inference from Crisis Microblogs

    Date pendingDeepit SapruGeospatial ReasoningDisaster Response

    Gies College of Business University of Illinois Urbana-Champaign, Illinois, US