| Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications | Oct 30, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset | Oct 24, 2023 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| Continual Named Entity Recognition without Catastrophic Forgetting | Oct 23, 2023 | Continual LearningContinual Named Entity Recognition | CodeCode Available | 1 |
| NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval | Oct 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition | Oct 21, 2023 | Contrastive LearningFew-shot NER | CodeCode Available | 1 |
| Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained Datasets | Oct 18, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | Oct 17, 2023 | Entity LinkingKey Information Extraction | CodeCode Available | 1 |
| Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models | Oct 17, 2023 | Document-level Relation ExtractionFew-Shot Learning | CodeCode Available | 1 |
| Empirical Study of Zero-Shot NER with ChatGPT | Oct 16, 2023 | Arithmetic Reasoningnamed-entity-recognition | CodeCode Available | 1 |
| Label Supervised LLaMA Finetuning | Oct 2, 2023 | GPUnamed-entity-recognition | CodeCode Available | 1 |
| Exchanging-based Multimodal Fusion with Transformer | Sep 5, 2023 | Image CaptioningImage Generation | CodeCode Available | 1 |
| DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research | Sep 4, 2023 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER | Aug 28, 2023 | Contrastive Learningfew-shot-ner | CodeCode Available | 1 |
| Advancing Hungarian Text Processing with HuSpaCy: Efficient and Accurate NLP Pipelines | Aug 24, 2023 | AllBoundary Detection | CodeCode Available | 1 |
| Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition | Aug 17, 2023 | Incremental Learningnamed-entity-recognition | CodeCode Available | 1 |
| How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain | Jul 1, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 1 |
| MOFI: Learning Image Representations from Noisy Entity Annotated Images | Jun 13, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Learning Transformer Programs | Jun 1, 2023 | In-Context LearningInterpretable Machine Learning | CodeCode Available | 1 |
| ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER | Jun 1, 2023 | Data AugmentationDenoising | CodeCode Available | 1 |
| E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition | May 29, 2023 | Deep Learningnamed-entity-recognition | CodeCode Available | 1 |
| PromptNER: Prompt Locating and Typing for Named Entity Recognition | May 26, 2023 | Cross-Domain Few-ShotEntity Typing | CodeCode Available | 1 |
| Having Beer after Prayer? Measuring Cultural Bias in Large Language Models | May 23, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| DiffusionNER: Boundary Diffusion for Named Entity Recognition | May 22, 2023 | Chinese Named Entity RecognitionDenoising | CodeCode Available | 1 |
| Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge | May 20, 2023 | Multi-modal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search | May 20, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 1 |
