| Fine-grained Entity Typing without Knowledge Base | Nov 1, 2021 | Entity Typingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA | Apr 7, 2020 | Domain Adaptationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks | Aug 13, 2019 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| A Neural Multi-digraph Model for Chinese NER with Gazetteers | Jul 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| A Corpus for Named Entity Recognition in Chinese Novels with Multi-genres | Nov 27, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| A Neural Layered Model for Nested Named Entity Recognition | Jun 1, 2018 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| 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 |
| Fine-Grained Named Entities for Corona News | Apr 20, 2024 | Articlesnamed-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 |
| "FIJO": a French Insurance Soft Skill Detection Dataset | Apr 11, 2022 | named-entity-recognitionNamed 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 |
| Financial Named Entity Recognition: How Far Can LLM Go? | Jan 4, 2025 | named-entity-recognitionNamed Entity Recognition | 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 |
| 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 |
| Few-shot Named Entity Recognition via Superposition Concept Discrimination | Mar 25, 2024 | Active Learningfew-shot-ner | 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 |
| Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features | Oct 15, 2023 | Data Augmentationfew-shot-ner | CodeCode Available | 0 | 5 |
| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels | Oct 14, 2019 | Low Resource Named Entity Recognitionnamed-entity-recognition | 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 |
| Federated Incremental Named Entity Recognition | Nov 18, 2024 | Knowledge Distillationnamed-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 |
