| Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition | Jun 2, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Entity Recognition With Parallel Recurrent Neural Networks | Jul 1, 2018 | DiversityFeature Engineering | CodeCode Available | 0 |
| Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents | Sep 25, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Attentive Neural Network for Named Entity Recognition in Vietnamese | Oct 31, 2018 | Decodernamed-entity-recognition | CodeCode Available | 0 |
| Embedding Models for Supervised Automatic Extraction and Classification of Named Entities in Scientific Acknowledgements | Jul 25, 2023 | Miscellaneousnamed-entity-recognition | CodeCode Available | 0 |
| Embedded Named Entity Recognition using Probing Classifiers | Mar 18, 2024 | DecoderFact Checking | CodeCode Available | 0 |
| IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and Analysis | Oct 22, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation | Mar 27, 2024 | Domain AdaptationKnowledge Distillation | CodeCode Available | 0 |
| ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition | Mar 26, 2024 | Language Modellingnamed-entity-recognition | CodeCode Available | 0 |
| ChuLo: Chunk-Level Key Information Representation for Long Document Processing | Oct 14, 2024 | ChunkingClassification | CodeCode Available | 0 |
| A Tidy Data Model for Natural Language Processing using cleanNLP | Mar 27, 2017 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug Events | Feb 8, 2023 | GPUnamed-entity-recognition | CodeCode Available | 0 |
| Efficient Dependency-Guided Named Entity Recognition | Oct 19, 2018 | Event Extractionnamed-entity-recognition | CodeCode Available | 0 |
| "I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities | Dec 26, 2024 | Domain AdaptationLanguage Modeling | CodeCode Available | 0 |
| IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition using Knowledge Bases | Apr 20, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Scarcity | Oct 31, 2016 | Morphological Analysisnamed-entity-recognition | CodeCode Available | 0 |
| Synthetic4Health: Generating Annotated Synthetic Clinical Letters | Sep 14, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Rethinking the Value of Gazetteer in Chinese Named Entity Recognition | Jul 6, 2022 | Boundary DetectionChinese Named Entity Recognition | CodeCode Available | 0 |
| A Survey on Recent Advances in Named Entity Recognition from Deep Learning models | Oct 25, 2019 | Feature EngineeringInformation Retrieval | CodeCode Available | 0 |
| A Boundary Offset Prediction Network for Named Entity Recognition | Oct 23, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences | Jan 19, 2024 | Contrastive LearningFew-Shot Learning | CodeCode Available | 0 |
| Towards DS-NER: Unveiling and Addressing Latent Noise in Distant Annotations | May 18, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Named Entity Recognition Corpus for Vietnamese Biomedical Texts to Support Tuberculosis Treatment | Jun 1, 2022 | DiagnosticFew-Shot Learning | CodeCode Available | 0 |
| Chinese Named Entity Recognition Augmented with Lexicon Memory | Dec 17, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Natural Language Processing (almost) from Scratch | Mar 2, 2011 | Chunkingnamed-entity-recognition | CodeCode Available | 0 |
