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| Multi-level biomedical NER through multi-granularity embeddings and enhanced labeling | Dec 24, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Explorers at #SMM4H 2023: Enhancing BERT for Health Applications through Knowledge and Model Fusion | Dec 17, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Def2Vec: Extensible Word Embeddings from Dictionary Definitions | Dec 16, 2023 | Chunkingnamed-entity-recognition | CodeCode Available | 0 |
| From Dialogue to Diagram: Task and Relationship Extraction from Natural Language for Accelerated Business Process Prototyping | Dec 16, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Generative Context-aware Fine-tuning of Self-supervised Speech Models | Dec 15, 2023 | Automatic Speech Recognitionnamed-entity-recognition | —Unverified | 0 |
| Identifying Planetary Names in Astronomy Papers: A Multi-Step Approach | Dec 14, 2023 | AstronomyLanguage Modelling | —Unverified | 0 |
| Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models | Dec 13, 2023 | Class Incremental LearningIncremental Learning | CodeCode Available | 1 |
| Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification | Dec 13, 2023 | Adversarial AttackEntity Typing | CodeCode Available | 0 |
| Large language models in healthcare and medical domain: A review | Dec 12, 2023 | Document Classificationnamed-entity-recognition | —Unverified | 0 |
| Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation? | Dec 12, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Augmenty: A Python Library for Structured Text Augmentation | Dec 9, 2023 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation | Dec 9, 2023 | AttributeAttribute Extraction | —Unverified | 0 |
| Redefining Developer Assistance: Through Large Language Models in Software Ecosystem | Dec 9, 2023 | Link Predictionnamed-entity-recognition | —Unverified | 0 |
| A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing | Dec 9, 2023 | Deep LearningLanguage Modeling | —Unverified | 0 |
| nerblackbox: A High-level Library for Named Entity Recognition in Python | Dec 7, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| On Significance of Subword tokenization for Low Resource and Efficient Named Entity Recognition: A case study in Marathi | Dec 3, 2023 | Computational EfficiencyMachine Translation | —Unverified | 0 |
| Filtered Semi-Markov CRF | Nov 29, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Corpus for Named Entity Recognition in Chinese Novels with Multi-genres | Nov 27, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Transformer-based Named Entity Recognition in Construction Supply Chain Risk Management in Australia | Nov 23, 2023 | ArticlesManagement | —Unverified | 0 |
| Efficient Transformer Knowledge Distillation: A Performance Review | Nov 22, 2023 | Knowledge DistillationModel Compression | —Unverified | 0 |
| nach0: Multimodal Natural and Chemical Languages Foundation Model | Nov 21, 2023 | Decodermodel | CodeCode Available | 1 |
| Optimal Strategies to Perform Multilingual Analysis of Social Content for a Novel Dataset in the Tourism Domain | Nov 20, 2023 | Few-Shot Learningnamed-entity-recognition | —Unverified | 0 |
| How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction | Nov 20, 2023 | ArticlesLarge Language Model | CodeCode Available | 0 |
| Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning | Nov 20, 2023 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
