| Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models | Dec 16, 2024 | Event ExtractionMulti-Task Learning | —Unverified | 0 |
| CRENER: A Character Relation Enhanced Chinese NER Model | Dec 14, 2024 | Chinese Named Entity Recognitionmodel | —Unverified | 0 |
| 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 |
| OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages | Dec 12, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain | Dec 12, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| AI-assisted Knowledge Discovery in Biomedical Literature to Support Decision-making in Precision Oncology | Dec 12, 2024 | Decision Makingnamed-entity-recognition | —Unverified | 0 |
| GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek | Dec 11, 2024 | Dependency ParsingMorphological Tagging | CodeCode Available | 2 |
| Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy | Dec 11, 2024 | Contrastive Learningnamed-entity-recognition | —Unverified | 0 |
| Accurate Medical Named Entity Recognition Through Specialized NLP Models | Dec 11, 2024 | Disease PredictionMedical Named Entity Recognition | —Unverified | 0 |
| Annotations for Exploring Food Tweets From Multiple Aspects | Dec 9, 2024 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Shifting NER into High Gear: The Auto-AdvER Approach | Dec 7, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| The Use of Artificial Intelligence in Military Intelligence: An Experimental Investigation of Added Value in the Analysis Process | Dec 4, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Multi-way Parallel Named Entity Annotated Corpus for English, Tamil and Sinhala | Dec 3, 2024 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | CodeCode Available | 0 |
| A Rule-Based Methodology for Company Identification: Application to the Downstream Space Sector | Dec 3, 2024 | Articlesnamed-entity-recognition | —Unverified | 0 |
| GerPS-Compare: Comparing NER methods for legal norm analysis | Dec 3, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition | Dec 3, 2024 | Contrastive Learningdomain classification | CodeCode Available | 0 |
| Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings | Dec 2, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| 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 |
| Extracting Information in a Low-resource Setting: Case Study on Bioinformatics Workflows | Nov 28, 2024 | ArticlesLanguage Modeling | —Unverified | 0 |
| Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts | Nov 27, 2024 | Document AIDocument Classification | —Unverified | 0 |
| RITA: Automatic Framework for Designing of Resilient IoT Applications | Nov 27, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements | Nov 24, 2024 | Large Language ModelMulti-Task Learning | —Unverified | 0 |
| An Experimental Study on Data Augmentation Techniques for Named Entity Recognition on Low-Resource Domains | Nov 21, 2024 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| CNMBERT: A Model for Converting Hanyu Pinyin Abbreviations to Chinese Characters | Nov 18, 2024 | fill-maskFill Mask | CodeCode Available | 2 |
| Federated Incremental Named Entity Recognition | Nov 18, 2024 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
