| Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation | Jun 4, 2019 | Multilingual Named Entity RecognitionMultilingual NLP | CodeCode Available | 0 |
| Cyberthreat Detection from Twitter using Deep Neural Networks | Apr 1, 2019 | Managementnamed-entity-recognition | CodeCode Available | 0 |
| CUTIE: Learning to Understand Documents with Convolutional Universal Text Information Extractor | Mar 29, 2019 | Named Entity RecognitionNamed Entity Recognition (NER) | CodeCode Available | 0 |
| GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries | Sep 23, 2019 | Entity Extraction using GANnamed-entity-recognition | CodeCode Available | 0 |
| BioNerFlair: biomedical named entity recognition using flair embedding and sequence tagger | Nov 3, 2020 | ArticlesInformation Retrieval | CodeCode Available | 0 |
| SetGNER: General Named Entity Recognition as Entity Set Generation | Dec 11, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Biomedical Named Entity Recognition with Multilingual BERT | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss Functions | Jul 1, 2022 | Binary Classificationnamed-entity-recognition | CodeCode Available | 0 |
| PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information | May 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction | Aug 12, 2023 | Event DetectionEvent Extraction | CodeCode Available | 0 |
| PAMPO: using pattern matching and pos-tagging for effective Named Entities recognition in Portuguese | Dec 30, 2016 | Entity Extraction using GANnamed-entity-recognition | CodeCode Available | 0 |
| Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model | Sep 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition | May 31, 2021 | Domain Adaptationnamed-entity-recognition | CodeCode Available | 0 |
| CrossWeigh: Training Named Entity Tagger from Imperfect Annotations | Sep 3, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Biomedical Named Entity Recognition at Scale | Nov 12, 2020 | De-identificationEntity Resolution | CodeCode Available | 0 |
| Biomedical Language Models are Robust to Sub-optimal Tokenization | Jun 30, 2023 | Entity LinkingLanguage Modeling | CodeCode Available | 0 |
| DMNER: Biomedical Entity Recognition by Detection and Matching | Jun 27, 2023 | Boundary Detectionnamed-entity-recognition | CodeCode Available | 0 |
| BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks | Aug 13, 2019 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER | May 18, 2023 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score | Oct 12, 2022 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning | Jan 30, 2018 | Feature EngineeringMulti-Task Learning | CodeCode Available | 0 |
| Meeting the Needs of Low-Resource Languages: The Value of Automatic Alignments via Pretrained Models | Feb 15, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation | Feb 3, 2021 | Memorizationnamed-entity-recognition | CodeCode Available | 0 |
