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Named Entity Recognition

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TitleStatusHype
Skill-LLM: Repurposing General-Purpose LLMs for Skill ExtractionCode0
Enhancing Assamese NLP Capabilities: Introducing a Centralized Dataset RepositoryCode0
ChuLo: Chunk-Level Key Information Representation for Long Document ProcessingCode0
Long Range Named Entity Recognition for Marathi Documents—0
The Large Language Model GreekLegalRoBERTa—0
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions—0
Liver Cancer Knowledge Graph Construction based on dynamic entity replacement and masking strategies RoBERTa-BiLSTM-CRF model—0
Annotation Guidelines for Corpus Novelties: Part 1 -- Named Entity Recognition—0
DiMB-RE: Mining the Scientific Literature for Diet-Microbiome AssociationsCode0
HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations—0
Trustworthy AI: Securing Sensitive Data in Large Language Models—0
Deep CLAS: Deep Contextual Listen, Attend and Spell—0
Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT—0
AutoLLM-CARD: Towards a Description and Landscape of Large Language ModelsCode0
Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical DocumentsCode0
Effectiveness of Cross-linguistic Extraction of Genetic Information using Generative Large Language ModelsCode0
A fast and sound tagging method for discontinuous named-entity recognition—0
SLIMER-IT: Zero-Shot NER on Italian LanguageCode0
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question AnsweringCode0
NER-Luxury: Named entity recognition for the fashion and luxury domain—0
ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents—0
Efficacy of Synthetic Data as a Benchmark—0
GEIC: Universal and Multilingual Named Entity Recognition with Large Language Models—0
Cross-Lingual News Event Correlation for Stock Market Trend Prediction—0
LLM-DER:A Named Entity Recognition Method Based on Large Language Models for Chinese Coal Chemical Domain—0
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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