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Named Entity Recognition

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TitleStatusHype
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical TasksCode1
H-COAL: Human Correction of AI-Generated Labels for Biomedical Named Entity Recognition—0
Bit Cipher -- A Simple yet Powerful Word Representation System that Integrates Efficiently with Language Models—0
Extracting periodontitis diagnosis in clinical notes with RoBERTa and regular expression—0
Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records—0
SegMix: A Simple Structure-Aware Data Augmentation Method—0
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and DatasetsCode1
Self-Improving for Zero-Shot Named Entity Recognition with Large Language ModelsCode1
Uncertainty Estimation on Sequential Labeling via Uncertainty TransmissionCode0
Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkCode1
Learning Mutually Informed Representations for Characters and SubwordsCode0
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional TransformerCode2
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative LearningCode0
How good are Large Language Models on African Languages?—0
Developing a Named Entity Recognition Dataset for TagalogCode1
calamanCy: A Tagalog Natural Language Processing ToolkitCode1
GIELLM: Japanese General Information Extraction Large Language Model Utilizing Mutual Reinforcement Effect—0
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related LanguagesCode0
1SPU: 1-step Speech Processing Unit—0
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse FinetuningCode0
Injecting Categorical Labels and Syntactic Information into Biomedical NER—0
Less than One-shot: Named Entity Recognition via Extremely Weak SupervisionCode0
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?—0
Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition—0
Split-NER: Named Entity Recognition via Two Question-Answering-based ClassificationsCode1
Generating Medical Prescriptions with Conditional TransformerCode0
LLMaAA: Making Large Language Models as Active AnnotatorsCode1
S2F-NER: Exploring Sequence-to-Forest Generation for Complex Entity Recognition—0
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods—0
CUNI Submission to MRL 2023 Shared Task on Multi-lingual Multi-task Information Retrieval—0
WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task—0
Natural Language Processing for Drug Discovery Knowledge Graphs: promises and pitfalls—0
CleanCoNLL: A Nearly Noise-Free Named Entity Recognition DatasetCode1
Towards Automated Recipe Genre Classification using Semi-Supervised Learning—0
A Boundary Offset Prediction Network for Named Entity RecognitionCode0
Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City—0
Continual Named Entity Recognition without Catastrophic ForgettingCode1
A Survey on Semantic Processing Techniques—0
Neural Text Sanitization with Privacy Risk Indicators: An Empirical Analysis—0
NERetrieve: Dataset for Next Generation Named Entity Recognition and RetrievalCode1
HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity RecognitionCode1
Leveraging Knowledge Graphs for Orphan Entity Allocation in Resume Processing—0
The Less the Merrier? Investigating Language Representation in Multilingual Models—0
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition—0
Controlled Randomness Improves the Performance of Transformer Models—0
Named Entity Recognition for Monitoring Plant Health Threats in Tweets: a ChouBERT Approach—0
Annotated Job Ads with Named Entity Recognition—0
Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future FailuresCode0
InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text GenerationCode0
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained DatasetsCode1
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