Browse State-of-the-Art › Named Entity Recognition › Papers, page 11
Named Entity Recognition
Papers archive 2025-07-28
archive papers tagged: 2,560 · with a code link: 969 · where Syntology ran a sample: 118 (100 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (118 of 2,560 tagged: 100 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument)
Page 11 of 26: papers 1,001 to 1,100 of 2,560, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Fine-Tuning LLMs on Small Medical Datasets: Text Classification and Normalization Effectiveness on Cardiology reports and Discharge records27 Mar 2025 0 repositories listed
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Named Entity Recognition in Context26 Mar 2025 0 repositories listed
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A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-195025 Mar 2025 0 repositories listed
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TRIDIS: A Comprehensive Medieval and Early Modern Corpus for HTR and NER25 Mar 2025 0 repositories listed
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KoGNER: A Novel Framework for Knowledge Graph Distillation on Biomedical Named Entity Recognition19 Mar 2025 0 repositories listed
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Generative AI for Named Entity Recognition in Low-Resource Language Nepali12 Mar 2025 0 repositories listed
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Cross-Lingual IPA Contrastive Learning for Zero-Shot NER10 Mar 2025 0 repositories listed
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Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition7 Mar 2025 0 repositories listed
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Comparative Study of Zero-Shot Cross-Lingual Transfer for Bodo POS and NER Tagging Using Gemini 2.0 Flash Thinking Experimental Model6 Mar 2025 0 repositories listed
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From Voice to Safety: Language AI Powered Pilot-ATC Communication Understanding for Airport Surface Movement Collision Risk Assessment6 Mar 2025 0 repositories listed
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Systematic Literature Review on Clinical Trial Eligibility Matching2 Mar 2025 0 repositories listed
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Towards Refining Developer Questions using LLM-Based Named Entity Recognition for Developer Chatroom Conversations2 Mar 2025 0 repositories listed
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Analyzing the temporal dynamics of linguistic features contained in misinformation27 Feb 2025 0 repositories listed
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Iterative Auto-Annotation for Scientific Named Entity Recognition Using BERT-Based Models22 Feb 2025 0 repositories listed
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MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning21 Feb 2025 0 repositories listed
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Beyond the Surface: Uncovering Implicit Locations with LLMs for Personalized Local News20 Feb 2025 0 repositories listed
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16 Feb 2025 0 repositories listed
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Named entity recognition for Serbian legal documents: Design, methodology and dataset development14 Feb 2025 0 repositories listed
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Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs13 Feb 2025 0 repositories listed
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How does a Multilingual LM Handle Multiple Languages?6 Feb 2025 0 repositories listed
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TriNER: A Series of Named Entity Recognition Models For Hindi, Bengali & Marathi6 Feb 2025 0 repositories listed
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NER4all or Context is All You Need: Using LLMs for low-effort, high-performance NER on historical texts. A humanities informed approach4 Feb 2025 0 repositories listed
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Meursault as a Data Point3 Feb 2025 0 repositories listed
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Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution31 Jan 2025 0 repositories listed
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General Embedding vs. Task-Specific Embedding: A Comparative Approach to Enhancing NLP Performance30 Jan 2025 0 repositories listed
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Survey: Understand the challenges of MachineLearning Experts using Named EntityRecognition Tools27 Jan 2025 0 repositories listed
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Academic Case Reports Lack Diversity: Assessing the Presence and Diversity of Sociodemographic and Behavioral Factors related to Post COVID-19 Condition21 Jan 2025 0 repositories listed
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LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice19 Jan 2025 0 repositories listed
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KU AIGEN ICL EDI@BC8 Track 3: Advancing Phenotype Named Entity Recognition and Normalization for Dysmorphology Physical Examination Reports16 Jan 2025 0 repositories listed
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TriMod Fusion for Multimodal Named Entity Recognition in Social Media14 Jan 2025 0 repositories listed
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AgoraSpeech: A multi-annotated comprehensive dataset of political discourse through the lens of humans and AI9 Jan 2025 0 repositories listed
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Building Foundations for Natural Language Processing of Historical Turkish: Resources and Models8 Jan 2025 0 repositories listed
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Prune or Retrain: Optimizing the Vocabulary of Multilingual Models for Estonian5 Jan 2025 0 repositories listed
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Text2Insight: Transform natural language text into insights seamlessly using multi-model architecture27 Dec 2024 0 repositories listed
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"I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities26 Dec 2024 0 repositories listed
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Semi-Supervised Learning from Small Annotated Data and Large Unlabeled Data for Fine-grained PICO Entity Recognition26 Dec 2024 0 repositories listed
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Research on the Proximity Relationships of Psychosomatic Disease Knowledge Graph Modules Extracted by Large Language Models24 Dec 2024 0 repositories listed
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On Fusing ChatGPT and Ensemble Learning in Discon-tinuous Named Entity Recognition in Health Corpora22 Dec 2024 0 repositories listed
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Distilling Large Language Models for Efficient Clinical Information Extraction21 Dec 2024 0 repositories listed
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Graph-Convolutional Networks: Named Entity Recognition and Large Language Model Embedding in Document Clustering19 Dec 2024 0 repositories listed
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Knowledge Graphs: The Future of Data Integration and Insightful Discovery17 Dec 2024 0 repositories listed
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Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models16 Dec 2024 0 repositories listed
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CRENER: A Character Relation Enhanced Chinese NER Model14 Dec 2024 0 repositories listed
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AI-assisted Knowledge Discovery in Biomedical Literature to Support Decision-making in Precision Oncology12 Dec 2024 0 repositories listed
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OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages12 Dec 2024 0 repositories listed
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Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain12 Dec 2024 0 repositories listed
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Accurate Medical Named Entity Recognition Through Specialized NLP Models11 Dec 2024 0 repositories listed
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Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy11 Dec 2024 0 repositories listed
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Shifting NER into High Gear: The Auto-AdvER Approach7 Dec 2024 0 repositories listed
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The Use of Artificial Intelligence in Military Intelligence: An Experimental Investigation of Added Value in the Analysis Process4 Dec 2024 0 repositories listed
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A Rule-Based Methodology for Company Identification: Application to the Downstream Space Sector3 Dec 2024 0 repositories listed
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GerPS-Compare: Comparing NER methods for legal norm analysis3 Dec 2024 0 repositories listed
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Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings2 Dec 2024 0 repositories listed
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Extracting Information in a Low-resource Setting: Case Study on Bioinformatics Workflows28 Nov 2024 0 repositories listed
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Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts27 Nov 2024 0 repositories listed
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RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements24 Nov 2024 0 repositories listed
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An Experimental Study on Data Augmentation Techniques for Named Entity Recognition on Low-Resource Domains21 Nov 2024 0 repositories listed
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LLM-IE: A Python Package for Generative Information Extraction with Large Language Models18 Nov 2024 0 repositories listed
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HistoLens: An LLM-Powered Framework for Multi-Layered Analysis of Historical Texts -- A Case Application of Yantie Lun15 Nov 2024 0 repositories listed
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A Brief History of Named Entity Recognition7 Nov 2024 0 repositories listed
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Exploring the Benefits of Domain-Pretraining of Generative Large Language Models for Chemistry5 Nov 2024 0 repositories listed
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SinaTools: Open Source Toolkit for Arabic Natural Language Processing3 Nov 2024 0 repositories listed
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Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model1 Nov 2024 0 repositories listed
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ReverseNER: A Self-Generated Example-Driven Framework for Zero-Shot Named Entity Recognition with Large Language Models1 Nov 2024 0 repositories listed
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GraphAide: Advanced Graph-Assisted Query and Reasoning System29 Oct 2024 0 repositories listed
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WikiNER-fr-gold: A Gold-Standard NER Corpus29 Oct 2024 0 repositories listed
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Combining Domain-Specific Models and LLMs for Automated Disease Phenotyping from Survey Data28 Oct 2024 0 repositories listed
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SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval28 Oct 2024 0 repositories listed
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A Survey of Large Language Models for Arabic Language and its Dialects26 Oct 2024 0 repositories listed
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Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges25 Oct 2024 0 repositories listed
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Artificial Intelligence in Brazilian News: A Mixed-Methods Analysis22 Oct 2024 0 repositories listed
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Computational Approaches to Arabic-English Code-Switching17 Oct 2024 0 repositories listed
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Retrieval-Enhanced Named Entity Recognition17 Oct 2024 0 repositories listed
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Comparative Analysis of Extrinsic Factors for NER in French16 Oct 2024 0 repositories listed
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Long Range Named Entity Recognition for Marathi Documents11 Oct 2024 0 repositories listed
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Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions10 Oct 2024 0 repositories listed
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The Large Language Model GreekLegalRoBERTa10 Oct 2024 0 repositories listed
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Liver Cancer Knowledge Graph Construction based on dynamic entity replacement and masking strategies RoBERTa-BiLSTM-CRF model8 Oct 2024 0 repositories listed
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Annotation Guidelines for Corpus Novelties: Part 1 -- Named Entity Recognition3 Oct 2024 0 repositories listed
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HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations28 Sep 2024 0 repositories listed
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Deep CLAS: Deep Contextual Listen, Attend and Spell26 Sep 2024 0 repositories listed
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Trustworthy AI: Securing Sensitive Data in Large Language Models26 Sep 2024 0 repositories listed
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Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT26 Sep 2024 0 repositories listed
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A fast and sound tagging method for discontinuous named-entity recognition24 Sep 2024 0 repositories listed
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NER-Luxury: Named entity recognition for the fashion and luxury domain24 Sep 2024 0 repositories listed
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ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents23 Sep 2024 0 repositories listed
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Efficacy of Synthetic Data as a Benchmark18 Sep 2024 0 repositories listed
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GEIC: Universal and Multilingual Named Entity Recognition with Large Language Models17 Sep 2024 0 repositories listed
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Cross-Lingual News Event Correlation for Stock Market Trend Prediction16 Sep 2024 0 repositories listed
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LLM-DER:A Named Entity Recognition Method Based on Large Language Models for Chinese Coal Chemical Domain16 Sep 2024 0 repositories listed
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Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition5 Sep 2024 0 repositories listed
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Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study30 Aug 2024 0 repositories listed
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LSTM Recurrent Neural Networks for Cybersecurity Named Entity Recognition30 Aug 2024 0 repositories listed
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Utilizing Large Language Models for Named Entity Recognition in Traditional Chinese Medicine against COVID-19 Literature: Comparative Study24 Aug 2024 0 repositories listed
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CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognition23 Aug 2024 0 repositories listed
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Investigating LLM Applications in E-Commerce23 Aug 2024 0 repositories listed
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CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset22 Aug 2024 0 repositories listed
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LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction22 Aug 2024 0 repositories listed
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AttackER: Towards Enhancing Cyber-Attack Attribution with a Named Entity Recognition Dataset9 Aug 2024 0 repositories listed
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mucAI at WojoodNER 2024: Arabic Named Entity Recognition with Nearest Neighbor Search7 Aug 2024 0 repositories listed