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Named Entity Recognition

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TitleStatusHype
Advancing Chinese biomedical text mining with community challenges—0
Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia TablesCode0
Decomposed Meta-Learning for Few-Shot Sequence LabelingCode0
DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition—0
Deep Learning Based Named Entity Recognition Models for Recipes—0
Adaptation of Biomedical and Clinical Pretrained Models to French Long Documents: A Comparative StudyCode0
DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software EcosystemCode0
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
Re-Examine Distantly Supervised NER: A New Benchmark and a Simple ApproachCode0
Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting—0
HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools—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
Balancing the Causal Effects in Class-Incremental Learning—0
Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies—0
Punctuation Restoration Improves Structure Understanding Without SupervisionCode0
FaBERT: Pre-training BERT on Persian Blogs—0
Efficient Models for the Detection of Hate, Abuse and Profanity—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
Constrained Decoding for Cross-lingual Label ProjectionCode0
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
Fine-tuning Transformer-based Encoder for Turkish Language Understanding Tasks—0
HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage ResearchCode0
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling TasksCode0
Evaluating LLM -- Generated Multimodal Diagnosis from Medical Images and Symptom Analysis—0
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
Mining experimental data from Materials Science literature with Large Language Models: an evaluation studyCode0
Named Entity Recognition Under Domain Shift via Metric Learning for Life SciencesCode0
Recent Advances in Named Entity Recognition: A Comprehensive Survey and Comparative Study—0
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text ReconstructionCode0
EMBRE: Entity-aware Masking for Biomedical Relation Extraction—0
Taec: a Manually annotated text dataset for trait and phenotype extraction and entity linking in wheat breeding literature—0
Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques—0
Part-of-Speech Tagger for Bodo Language using Deep Learning approach—0
Studying and Recommending Information Highlighting in Stack Overflow AnswersCode0
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
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