Browse State-of-the-Art › Named Entity Recognition › Papers, page 12
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 12 of 26: papers 1,101 to 1,200 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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Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models5 Aug 2024 0 repositories listed
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MaterioMiner -- An ontology-based text mining dataset for extraction of process-structure-property entities5 Aug 2024 0 repositories listed
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Knowledge AI: Fine-tuning NLP Models for Facilitating Scientific Knowledge Extraction and Understanding4 Aug 2024 0 repositories listed
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Cross-domain Named Entity Recognition via Graph Matching2 Aug 2024 0 repositories listed
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UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents2 Aug 2024 0 repositories listed
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Pathway to Secure and Trustworthy ZSM for LLMs: Attacks, Defense, and Opportunities1 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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Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition26 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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Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition24 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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Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval22 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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Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks2 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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eFontes. Part of Speech Tagging and Lemmatization of Medieval Latin Texts.A Cross-Genre Survey29 Jun 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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Improving Entity Recognition Using Ensembles of Deep Learning and Fine-tuned Large Language Models: A Case Study on Adverse Event Extraction from Multiple Sources26 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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Composited-Nested-Learning with Data Augmentation for Nested Named Entity Recognition18 Jun 2024 0 repositories listed
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GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks14 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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CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English20 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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CNER: A tool Classifier of Named-Entity Relationships17 May 2024 0 repositories listed
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17 May 2024 0 repositories listed
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A Systematic Analysis on the Temporal Generalization of Language Models in Social Media15 May 2024 0 repositories listed
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A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations14 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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Exploring prompts to elicit memorization in masked language model-based named entity recognition5 May 2024 0 repositories listed
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Astro-NER -- Astronomy Named Entity Recognition: Is GPT a Good Domain Expert Annotator?4 May 2024 0 repositories listed
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Callico: a Versatile Open-Source Document Image Annotation Platform2 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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Aspect and Opinion Term Extraction Using Graph Attention Network30 Apr 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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VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition27 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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EnzChemRED, a rich enzyme chemistry relation extraction dataset22 Apr 2024 0 repositories listed
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A Continual Relation Extraction Approach for Knowledge Graph Completeness20 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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Low-Resource Named Entity Recognition with Cross-Lingual, Character-Level Neural Conditional Random Fields14 Apr 2024 0 repositories listed
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Hybrid Multi-stage Decoding for Few-shot NER with Entity-aware Contrastive Learning10 Apr 2024 0 repositories listed
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ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish9 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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LTNER: Large Language Model Tagging for Named Entity Recognition with Contextualized Entity Marking8 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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A Morphology-Based Investigation of Positional Encodings6 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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A Benchmark Evaluation of Clinical Named Entity Recognition in French28 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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Task-Agnostic Detector for Insertion-Based Backdoor Attacks25 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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CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction22 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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TBI Image/Text (TBI-IT): Comprehensive Text and Image Datasets for Traumatic Brain Injury Research14 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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Evolving Knowledge Distillation with Large Language Models and Active Learning11 Mar 2024 0 repositories listed
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Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages9 Mar 2024 0 repositories listed
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Advancing Chinese biomedical text mining with community challenges7 Mar 2024 0 repositories listed
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DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition28 Feb 2024 0 repositories listed
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Deep Learning Based Named Entity Recognition Models for Recipes27 Feb 2024 0 repositories listed
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LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition22 Feb 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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HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools19 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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Balancing the Causal Effects in Class-Incremental Learning15 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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Efficient Models for the Detection of Hate, Abuse and Profanity8 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
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.