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NER

The named entity recognition (NER) involves identification of key information in the text and classification into a set of predefined categories. This includes standard entities in the text like Part of Speech (PoS) and entities like places, names etc...

Papers

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Showing 501–525 of 1729 papers

TitleStatusHype
Designing Informative Metrics for Few-Shot Example Selection—0
A General and Flexible Multi-concept Parsing Framework for Multilingual Semantic Matching—0
DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition—0
Deep Learning Based Named Entity Recognition Models for Recipes—0
DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software EcosystemCode0
Re-Examine Distantly Supervised NER: A New Benchmark and a Simple ApproachCode0
LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition—0
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction—0
Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting—0
C-ICL: Contrastive In-context Learning for Information Extraction—0
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using UncertaintyCode0
Fine Tuning Named Entity Extraction Models for the Fantasy Domain—0
Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies—0
Structured Language Generation Model for Robust Structure Prediction—0
FaBERT: Pre-training BERT on Persian Blogs—0
Named Entity Recognition for Address Extraction in Speech-to-Text Transcriptions Using Synthetic Data—0
Graph Neural Network and NER-Based Text Summarization—0
Different Tastes of Entities: Investigating Human Label Variation in Named Entity AnnotationsCode0
In-Context Learning for Few-Shot Nested Named Entity Recognition—0
NanoNER: Named Entity Recognition for nanobiology using experts' knowledge and distant supervision—0
Gazetteer-Enhanced Bangla Named Entity Recognition with BanglaBERT Semantic Embeddings K-Means-Infused CRF ModelCode0
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling TasksCode0
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness—0
Fine-grained Contract NER using instruction based modelCode0
Multicultural Name Recognition For Previously Unseen Names—0
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