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Named Entity Recognition

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TitleStatusHype
Def2Vec: Extensible Word Embeddings from Dictionary DefinitionsCode0
From Dialogue to Diagram: Task and Relationship Extraction from Natural Language for Accelerated Business Process Prototyping—0
Generative Context-aware Fine-tuning of Self-supervised Speech 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
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation?—0
Large language models in healthcare and medical domain: A review—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
A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing—0
On Significance of Subword tokenization for Low Resource and Efficient Named Entity Recognition: A case study in Marathi—0
A Corpus for Named Entity Recognition in Chinese Novels with Multi-genresCode0
Transformer-based Named Entity Recognition in Construction Supply Chain Risk Management in Australia—0
Efficient Transformer Knowledge Distillation: A Performance Review—0
How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation ExtractionCode0
Optimal Strategies to Perform Multilingual Analysis of Social Content for a Novel Dataset in the Tourism Domain—0
H-COAL: Human Correction of AI-Generated Labels for Biomedical Named Entity Recognition—0
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning—0
Bit Cipher -- A Simple yet Powerful Word Representation System that Integrates Efficiently with Language Models—0
Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records—0
Extracting periodontitis diagnosis in clinical notes with RoBERTa and regular expression—0
SegMix: A Simple Structure-Aware Data Augmentation Method—0
Uncertainty Estimation on Sequential Labeling via Uncertainty TransmissionCode0
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative LearningCode0
Learning Mutually Informed Representations for Characters and SubwordsCode0
How good are Large Language Models on African Languages?—0
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
Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition—0
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?—0
Generating Medical Prescriptions with Conditional TransformerCode0
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods—0
S2F-NER: Exploring Sequence-to-Forest Generation for Complex Entity Recognition—0
CUNI Submission to MRL 2023 Shared Task on Multi-lingual Multi-task Information Retrieval—0
Natural Language Processing for Drug Discovery Knowledge Graphs: promises and pitfalls—0
WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task—0
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
Neural Text Sanitization with Privacy Risk Indicators: An Empirical Analysis—0
A Survey on Semantic Processing Techniques—0
Leveraging Knowledge Graphs for Orphan Entity Allocation in Resume Processing—0
The Less the Merrier? Investigating Language Representation in Multilingual Models—0
Controlled Randomness Improves the Performance of Transformer Models—0
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition—0
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