| A Feature-Based Model for Nested Named-Entity Recognition at VLSP-2018 NER Evaluation Campaign | Mar 22, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| GGPONC 2.0 - The German Clinical Guideline Corpus for Oncology: Curation Workflow, Annotation Policy, Baseline NER Taggers | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER | May 18, 2023 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| ANER: Arabic and Arabizi Named Entity Recognition using Transformer-Based Approach | Aug 28, 2023 | Articlesnamed-entity-recognition | CodeCode Available | 0 | 5 |
| BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset | May 1, 2018 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Gazetteer-Enhanced Bangla Named Entity Recognition with BanglaBERT Semantic Embeddings K-Means-Infused CRF Model | Jan 30, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features | Oct 15, 2023 | Data Augmentationfew-shot-ner | CodeCode Available | 0 | 5 |
| A Cooperative Multi-Agent Framework for Zero-Shot Named Entity Recognition | Feb 25, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark | Jun 4, 2023 | Fact Checkingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Gated Task Interaction Framework for Multi-task Sequence Tagging | Sep 29, 2019 | ChunkingMulti-Task Learning | CodeCode Available | 0 | 5 |
| Generating Medical Prescriptions with Conditional Transformer | Oct 30, 2023 | 2kLanguage Modelling | CodeCode Available | 0 | 5 |
| GERNERMED++: Transfer Learning in German Medical NLP | Jun 29, 2022 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition | May 24, 2022 | Few-shot NERLanguage Modeling | CodeCode Available | 0 | 5 |
| Foreseeing the Benefits of Incidental Supervision | Jun 9, 2020 | InformativenessLearning Theory | CodeCode Available | 0 | 5 |
| From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader | Dec 9, 2022 | ClassificationExtractive Question-Answering | CodeCode Available | 0 | 5 |
| Better Sampling of Negatives for Distantly Supervised Named Entity Recognition | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER | Jun 4, 2021 | Cross-Lingual NERMachine Translation | CodeCode Available | 0 | 5 |
| Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction | May 23, 2023 | Cross-Lingual TransferDecoder | CodeCode Available | 0 | 5 |
| Finetuning BERT on Partially Annotated NER Corpora | Nov 25, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| FonMTL: Towards Multitask Learning for the Fon Language | Aug 28, 2023 | Language Modellingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios | Jul 10, 2024 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism | Oct 1, 2018 | Chinese Named Entity RecognitionChinese Word Segmentation | CodeCode Available | 0 | 5 |
| Fine-Grained Named Entities for Corona News | Apr 20, 2024 | Articlesnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Fine-Grained Named Entity Recognition using ELMo and Wikidata | Apr 23, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Memorisation versus Generalisation in Pre-trained Language Models | Apr 16, 2021 | Few-Shot LearningLow Resource Named Entity Recognition | CodeCode Available | 0 | 5 |
| Fine-grained Contract NER using instruction based model | Jan 24, 2024 | Few-Shot LearningHallucination | CodeCode Available | 0 | 5 |
| A Boundary Regression Model for Nested Named Entity Recognition | Nov 29, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Fine-grained Entity Typing without Knowledge Base | Nov 1, 2021 | Entity Typingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training | Oct 1, 2020 | ClusteringLanguage Modeling | CodeCode Available | 0 | 5 |
| Few-shot Named Entity Recognition via Superposition Concept Discrimination | Mar 25, 2024 | Active Learningfew-shot-ner | CodeCode Available | 0 | 5 |
| FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework | Feb 4, 2025 | Entity DisambiguationFew-Shot Learning | CodeCode Available | 0 | 5 |
| "FIJO": a French Insurance Soft Skill Detection Dataset | Apr 11, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Few-shot Learning for Named Entity Recognition in Medical Text | Nov 13, 2018 | Few-Shot LearningMedical Named Entity Recognition | CodeCode Available | 0 | 5 |
| BENGAL: An Automatic Benchmark Generator for Entity Recognition and Linking | Oct 24, 2017 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition | May 21, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Few-Shot Domain Adaptation for Named-Entity Recognition via Joint Constrained k-Means and Subspace Selection | Nov 30, 2024 | Domain Adaptationfew-shot-ner | CodeCode Available | 0 | 5 |
| Benchmarking Pre-trained Language Models for Multilingual NER: TraSpaS at the BSNLP2021 Shared Task | Apr 1, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 | 5 |
| A Boundary Offset Prediction Network for Named Entity Recognition | Oct 23, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| BEKG: A Built Environment Knowledge Graph | Nov 5, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Adversarial Adaptation for French Named Entity Recognition | Jan 12, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| A Bayesian Approach for Sequence Tagging with Crowds | Nov 2, 2018 | Active LearningArgument Mining | CodeCode Available | 0 | 5 |
| Federated Incremental Named Entity Recognition | Nov 18, 2024 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| FENEC : un corpus équilibré pour l’évaluation des entités nommées en français (FENEC : a balanced sample corpus for French named entity recognition ) | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Financial Named Entity Recognition: How Far Can LLM Go? | Jan 4, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| FuzzyBIO: A Proposal for Fuzzy Representation of Discontinuous Entities | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph | Nov 24, 2018 | Knowledge Graphsnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts. | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Advancing NLP with Cognitive Language Processing Signals | Apr 4, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |