Browse State-of-the-Art › Named Entity Recognition (NER) › Papers, page 11
Named Entity Recognition (NER)
Papers archive 2025-07-28
archive papers tagged: 2,874 · with a code link: 955 · where Syntology ran a sample: 119 (99 with a run with no instrument failure, 20 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (119 of 2,874 tagged: 99 with a run with no instrument failure, 20 where every run was a failure of Syntology's instrument)
Page 11 of 29: papers 1,001 to 1,100 of 2,874, 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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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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Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy11 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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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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A Brief History of Named Entity Recognition7 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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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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SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval28 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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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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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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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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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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LSTM Recurrent Neural Networks for Cybersecurity Named Entity Recognition30 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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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
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Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models5 Aug 2024 0 repositories listed
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Comparative Analysis of Encoder-Based NER and Large Language Models for Skill Extraction from Russian Job Vacancies29 Jul 2024 0 repositories listed
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Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation26 Jul 2024 0 repositories listed
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Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service22 Jul 2024 0 repositories listed
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MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models15 Jul 2024 0 repositories listed
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WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task13 Jul 2024 0 repositories listed
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Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework5 Jul 2024 0 repositories listed
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TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR5 Jul 2024 0 repositories listed
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Bridging the Gap: Transfer Learning from English PLMs to Malaysian English1 Jul 2024 0 repositories listed
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Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER1 Jul 2024 0 repositories listed
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BioMNER: A Dataset for Biomedical Method Entity Recognition28 Jun 2024 0 repositories listed
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Annotation Errors and NER: A Study with OntoNotes 5.027 Jun 2024 0 repositories listed
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TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers27 Jun 2024 0 repositories listed
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25 Jun 2024 0 repositories listed
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In-Context Learning on a Budget: A Case Study in Token Classification19 Jun 2024 0 repositories listed
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Improving Autoregressive Training with Dynamic Oracles13 Jun 2024 0 repositories listed
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Curating Grounded Synthetic Data with Global Perspectives for Equitable AI10 Jun 2024 0 repositories listed
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8 Jun 2024 0 repositories listed
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Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition8 Jun 2024 0 repositories listed
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llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models6 Jun 2024 0 repositories listed
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Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks4 Jun 2024 0 repositories listed
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Synergizing Unsupervised and Supervised Learning: A Hybrid Approach for Accurate Natural Language Task Modeling3 Jun 2024 0 repositories listed
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GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models31 May 2024 0 repositories listed
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CPE-Identifier: Automated CPE identification and CVE summaries annotation with Deep Learning and NLP22 May 2024 0 repositories listed
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19 May 2024 0 repositories listed
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18 May 2024 0 repositories listed
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17 May 2024 0 repositories listed
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Unveiling Social Media Comments with a Novel Named Entity Recognition System for Identity Groups13 May 2024 0 repositories listed
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Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media9 May 2024 0 repositories listed
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Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages8 May 2024 0 repositories listed
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A Named Entity Recognition and Topic Modeling-based Solution for Locating and Better Assessment of Natural Disasters in Social Media1 May 2024 0 repositories listed
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HistNERo: Historical Named Entity Recognition for the Romanian Language30 Apr 2024 0 repositories listed
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Mix of Experts Language Model for Named Entity Recognition30 Apr 2024 0 repositories listed
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Reading Order Independent Metrics for Information Extraction in Handwritten Documents29 Apr 2024 0 repositories listed
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2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion26 Apr 2024 0 repositories listed
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A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition26 Apr 2024 0 repositories listed
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Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 202423 Apr 2024 0 repositories listed
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Few-shot Name Entity Recognition on StackOverflow15 Apr 2024 0 repositories listed
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Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding8 Apr 2024 0 repositories listed
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Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models8 Apr 2024 0 repositories listed
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How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations?7 Apr 2024 0 repositories listed
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SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities2 Apr 2024 0 repositories listed
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Utilizing AI and Social Media Analytics to Discover Adverse Side Effects of GLP-1 Receptor Agonists1 Apr 2024 0 repositories listed
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Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation30 Mar 2024 0 repositories listed
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Extracting Biomedical Entities from Noisy Audio Transcripts26 Mar 2024 0 repositories listed
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Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition24 Mar 2024 0 repositories listed
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MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training23 Mar 2024 0 repositories listed
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Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition21 Mar 2024 0 repositories listed
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Distilling Named Entity Recognition Models for Endangered Species from Large Language Models13 Mar 2024 0 repositories listed
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Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction22 Feb 2024 0 repositories listed
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Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting20 Feb 2024 0 repositories listed
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C-ICL: Contrastive In-context Learning for Information Extraction17 Feb 2024 0 repositories listed
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Fine Tuning Named Entity Extraction Models for the Fantasy Domain16 Feb 2024 0 repositories listed
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Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies14 Feb 2024 0 repositories listed
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FaBERT: Pre-training BERT on Persian Blogs9 Feb 2024 0 repositories listed
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Named Entity Recognition for Address Extraction in Speech-to-Text Transcriptions Using Synthetic Data8 Feb 2024 0 repositories listed
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Graph Neural Network and NER-Based Text Summarization5 Feb 2024 0 repositories listed
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In-Context Learning for Few-Shot Nested Named Entity Recognition2 Feb 2024 0 repositories listed
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NanoNER: Named Entity Recognition for nanobiology using experts' knowledge and distant supervision30 Jan 2024 0 repositories listed
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Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness26 Jan 2024 0 repositories listed
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Multicultural Name Recognition For Previously Unseen Names23 Jan 2024 0 repositories listed
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Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition21 Jan 2024 0 repositories listed
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EMBRE: Entity-aware Masking for Biomedical Relation Extraction15 Jan 2024 0 repositories listed
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Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques11 Jan 2024 0 repositories listed
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Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing31 Dec 2023 0 repositories listed
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Unified Lattice Graph Fusion for Chinese Named Entity Recognition28 Dec 2023 0 repositories listed
Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.