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Named Entity Recognition

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TitleStatusHype
Synthetic4Health: Generating Annotated Synthetic Clinical LettersCode0
WhisperNER: Unified Open Named Entity and Speech RecognitionCode3
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword RegularizationCode0
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition—0
iText2KG: Incremental Knowledge Graphs Construction Using Large Language ModelsCode4
LSTM Recurrent Neural Networks for Cybersecurity Named Entity Recognition—0
Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study—0
CLOCR-C: Context Leveraging OCR Correction with Pre-trained Language ModelsCode0
Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language ModelsCode1
Utilizing Large Language Models for Named Entity Recognition in Traditional Chinese Medicine against COVID-19 Literature: Comparative Study—0
CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognition—0
Investigating LLM Applications in E-Commerce—0
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction—0
CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset—0
Towards Evaluating and Building Versatile Large Language Models for MedicineCode2
Acquiring Bidirectionality via Large and Small Language ModelsCode0
AttackER: Towards Enhancing Cyber-Attack Attribution with a Named Entity Recognition Dataset—0
mucAI at WojoodNER 2024: Arabic Named Entity Recognition with Nearest Neighbor Search—0
Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models—0
MaterioMiner -- An ontology-based text mining dataset for extraction of process-structure-property entities—0
Knowledge AI: Fine-tuning NLP Models for Facilitating Scientific Knowledge Extraction and Understanding—0
UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents—0
Cross-domain Named Entity Recognition via Graph Matching—0
Pathway to Secure and Trustworthy ZSM for LLMs: Attacks, Defense, and Opportunities—0
Comparative Analysis of Encoder-Based NER and Large Language Models for Skill Extraction from Russian Job Vacancies—0
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