| Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition | Apr 27, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| PUnifiedNER: A Prompting-based Unified NER System for Diverse Datasets | Nov 27, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea | Oct 11, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BERTweet: A pre-trained language model for English Tweets | May 20, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Question Answering Infused Pre-training of General-Purpose Contextualized Representations | Jun 15, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Better Feature Integration for Named Entity Recognition | Apr 12, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Object-aware Multimodal Named Entity Recognition in Social Media Posts with Adversarial Learning | Aug 3, 2020 | named-entity-recognitionNamed 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 |
| CHisIEC: An Information Extraction Corpus for Ancient Chinese History | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER | Feb 5, 2021 | Multi-modal 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 |
| A practical method for occupational skills detection in Vietnamese job listings | Oct 26, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Applying unsupervised keyphrase methods on concepts extracted from discharge sheets | Mar 15, 2023 | Binary ClassificationEntity Linking | —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 |
| Academic Case Reports Lack Diversity: Assessing the Presence and Diversity of Sociodemographic and Behavioral Factors related to Post COVID-19 Condition | Jan 21, 2025 | Data AugmentationDiversity | —Unverified | 0 |
| Applying Citizen Science to Gene, Drug, Disease Relationship Extraction from Biomedical Abstracts | Nov 17, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Biomedical Mention Disambiguation using a Deep Learning Approach | Sep 23, 2019 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Company classification using zero-shot learning | May 1, 2023 | Classificationnamed-entity-recognition | —Unverified | 0 |
| Applying and Sharing pre-trained BERT-models for Named Entity Recognition and Classification in Swedish Electronic Patient Records | May 1, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| Application of Pre-training Models in Named Entity Recognition | Feb 9, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Hybrid Statistical Approach for Named Entity Recognition for Malayalam Language | Oct 1, 2013 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Application of Data Encryption in Chinese Named Entity Recognition | Aug 31, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| A hybrid deep-learning approach for complex biochemical named entity recognition | Dec 20, 2020 | AttributeAttribute Extraction | —Unverified | 0 |
| Adaptation d'un syst\`eme de reconnaissance d'entit\'es nomm\'ees pour le fran \`a l'anglais \`a moindre co\^ut (Adapting a French Named Entity Recognition System to English with Minimal Costs) [in French] | Jun 1, 2012 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Comparative Analysis of Encoder-Based NER and Large Language Models for Skill Extraction from Russian Job Vacancies | Jul 29, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Pipeline Arabic Named Entity Recognition using a Hybrid Approach | Dec 1, 2012 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Pharmacovigilance Application of Social Media Mining: An Ensemble Approach for Automated Classification and Extraction of Drug Mentions in Tweets | Oct 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Hybrid Approach to Features Representation for Fine-grained Arabic Named Entity Recognition | Aug 1, 2014 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition | May 1, 2022 | Cross-Lingual NERKnowledge Distillation | —Unverified | 0 |
| AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations | Sep 11, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| ComboNER: A Lightweight All-In-One POS Tagger, Dependency Parser and NER | Sep 1, 2021 | AllDependency Parsing | —Unverified | 0 |
| Active Learning with Tabular Language Models | Nov 8, 2022 | Active LearningComputational Efficiency | —Unverified | 0 |
| Hierarchical Aligned Multimodal Learning for NER on Tweet Posts | May 15, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Combining Minimally-supervised Methods for Arabic Named Entity Recognition | Jan 1, 2015 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Novel Dataset Towards Extracting Virus-Host Interactions | May 11, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials | Aug 10, 2018 | BIG-bench Machine LearningClinical Knowledge | —Unverified | 0 |
| 命名實體識別運用於產品同義詞擴增(Using Named Entity Recognition Increases the Synonym of Products)[In Chinese] | Oct 1, 2016 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Combining neural and knowledge-based approaches to Named Entity Recognition in Polish | Nov 26, 2018 | Entity Linkingnamed-entity-recognition | —Unverified | 0 |
| COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing | Mar 27, 2025 | Language Identificationnamed-entity-recognition | —Unverified | 0 |
| Comparative Analysis of Extrinsic Factors for NER in French | Oct 16, 2024 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| An Open-Source Dataset and A Multi-Task Model for Malay Named Entity Recognition | Sep 3, 2021 | Boundary Detectionnamed-entity-recognition | —Unverified | 0 |
| A Graph-based Text Similarity Measure That Employs Named Entity Information | Sep 1, 2017 | Clusteringnamed-entity-recognition | —Unverified | 0 |
| A Noise-Robust Loss for Unlabeled Entity Problem in Named Entity Recognition | Aug 5, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| AgoraSpeech: A multi-annotated comprehensive dataset of political discourse through the lens of humans and AI | Jan 9, 2025 | Benchmarkingnamed-entity-recognition | —Unverified | 0 |
| Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion | Dec 1, 2013 | Active Learningnamed-entity-recognition | —Unverified | 0 |
| Collective Robustness Certificates | Jan 1, 2021 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| Annotation Guidelines for Corpus Novelties: Part 1 -- Named Entity Recognition | Oct 3, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Annotation Errors and NER: A Study with OntoNotes 5.0 | Jun 27, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Aggregating User-Centric and Post-Centric Sentiments from Social Media for Topical Stance Prediction | Oct 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |