| 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 |
| BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset | May 1, 2018 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Merge and Label: A novel neural network architecture for nested NER | Jun 30, 2019 | Entity Embeddingsnamed-entity-recognition | CodeCode Available | 0 |
| Truth Discovery in Sequence Labels from Crowds | Sep 9, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Crossroads, Buildings and Neighborhoods: A Dataset for Fine-grained Location Recognition | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Meta-Learning for Effective Multi-task and Multilingual Modelling | Jan 25, 2021 | Meta-Learningnamed-entity-recognition | CodeCode Available | 0 |
| bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark | Jun 4, 2023 | Fact Checkingnamed-entity-recognition | CodeCode Available | 0 |
| Alleviating Digitization Errors in Named Entity Recognition for Historical Documents | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets | Mar 29, 2024 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| The Role of Global and Local Context in Named Entity Recognition | May 4, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Cross-Domain NER using Cross-Domain Language Modeling | Jul 1, 2019 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 0 |
| The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction | Dec 16, 2024 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Methods for Recognizing Nested Terms | Apr 22, 2025 | Dialogue Evaluationnamed-entity-recognition | CodeCode Available | 0 |
| #MeTooMaastricht: Building a chatbot to assist survivors of sexual harassment | Sep 6, 2019 | Chatbotnamed-entity-recognition | CodeCode Available | 0 |
| CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation | Oct 13, 2022 | Cross-Lingual NERMachine Translation | CodeCode Available | 0 |
| A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers | Aug 23, 2019 | Active LearningCross-Lingual Transfer | CodeCode Available | 0 |
| MFE-NER: Multi-feature Fusion Embedding for Chinese Named Entity Recognition | Sep 16, 2021 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Similarity Based Auxiliary Classifier for Named Entity Recognition | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text | Oct 22, 2022 | ArticlesNamed Entity Recognition | CodeCode Available | 0 |
| A Primal Dual Formulation For Deep Learning With Constraints | Dec 1, 2019 | Deep LearningEntity Typing | CodeCode Available | 0 |
| Tuning Multilingual Transformers for Language-Specific Named Entity Recognition | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Countering Malicious Content Moderation Evasion in Online Social Networks: Simulation and Detection of Word Camouflage | Dec 27, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Perceptual and Task-Oriented Assessment of a Semantic Metric for ASR Evaluation | Sep 7, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Mining experimental data from Materials Science literature with Large Language Models: an evaluation study | Jan 19, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |