| Small Language Model Makes an Effective Long Text Extractor | Feb 11, 2025 | GPULanguage Modeling | CodeCode Available | 1 |
| Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data | Dec 13, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| ITER: Iterative Transformer-based Entity Recognition and Relation Extraction | Nov 11, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language Models | Aug 28, 2024 | In-Context Learningnamed-entity-recognition | CodeCode Available | 1 |
| Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition | Jul 17, 2024 | Grounded Multimodal Named Entity RecognitionMachine Reading Comprehension | CodeCode Available | 1 |
| DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documents | Jul 12, 2024 | Document Layout Analysisdocument understanding | CodeCode Available | 1 |
| Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs | Jun 27, 2024 | Information ExtractionNamed Entity Recognition | CodeCode Available | 1 |
| Retrieval Augmented Instruction Tuning for Open NER with Large Language Models | Jun 25, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition | Jun 17, 2024 | DiversityDomain Adaptation | CodeCode Available | 1 |
| Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation | Jun 11, 2024 | Grounded Multimodal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
