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Named Entity Recognition

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TitleStatusHype
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition—0
Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation—0
Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition—0
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service—0
Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval—0
Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity RecognitionCode1
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models—0
WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task—0
DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documentsCode1
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific ScenariosCode0
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASRCode0
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework—0
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation?Code0
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks—0
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English—0
Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER—0
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via AdaptersCode0
Large Language Models Struggle in Token-Level Clinical Named Entity RecognitionCode0
eFontes. Part of Speech Tagging and Lemmatization of Medieval Latin Texts.A Cross-Genre Survey—0
BioMNER: A Dataset for Biomedical Method Entity Recognition—0
TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers—0
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIsCode1
Annotation Errors and NER: A Study with OntoNotes 5.0—0
Improving Entity Recognition Using Ensembles of Deep Learning and Fine-tuned Large Language Models: A Case Study on Adverse Event Extraction from Multiple Sources—0
Mapping the Past: Geographically Linking an Early 20th Century Swedish Encyclopedia with WikidataCode0
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