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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 501–550 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
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction—0
LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition—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
Fine Tuning Named Entity Extraction Models for the Fantasy Domain—0
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using UncertaintyCode0
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
Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition—0
Using Large Language Model for End-to-End Chinese ASR and NER—0
Recent Advances in Named Entity Recognition: A Comprehensive Survey and Comparative Study—0
Mining experimental data from Materials Science literature with Large Language Models: an evaluation studyCode0
Word Boundary Information Isn't Useful for Encoder Language Models—0
EMBRE: Entity-aware Masking for Biomedical Relation Extraction—0
Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques—0
RoBERTurk: Adjusting RoBERTa for Turkish—0
Large Language Models aren't all that you need—0
Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing—0
L3Cube-MahaSocialNER: A Social Media based Marathi NER Dataset and BERT models—0
Unified Lattice Graph Fusion for Chinese Named Entity Recognition—0
Multi-level biomedical NER through multi-granularity embeddings and enhanced labeling—0
Explorers at #SMM4H 2023: Enhancing BERT for Health Applications through Knowledge and Model Fusion—0
From Dialogue to Diagram: Task and Relationship Extraction from Natural Language for Accelerated Business Process Prototyping—0
Def2Vec: Extensible Word Embeddings from Dictionary DefinitionsCode0
Low-resource classification of mobility functioning information in clinical sentences using large language models—0
Identifying Planetary Names in Astronomy Papers: A Multi-Step Approach—0
Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation PurificationCode0
Beyond Accuracy: Automated De-Identification of Large Real-World Clinical Text Datasets—0
Augmenty: A Python Library for Structured Text Augmentation—0
Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation—0
Redefining Developer Assistance: Through Large Language Models in Software Ecosystem—0
On Significance of Subword tokenization for Low Resource and Efficient Named Entity Recognition: A case study in Marathi—0
Leveraging deep active learning to identify low-resource mobility functioning information in public clinical notes—0
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