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Named Entity Recognition

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TitleStatusHype
Do "English" Named Entity Recognizers Work Well on Global Englishes?Code5
A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQLCode4
iText2KG: Incremental Knowledge Graphs Construction Using Large Language ModelsCode4
GLiREL -- Generalist Model for Zero-Shot Relation ExtractionCode3
WhisperNER: Unified Open Named Entity and Speech RecognitionCode3
Accurate clinical and biomedical Named entity recognition at scaleCode3
N-LTP: An Open-source Neural Language Technology Platform for ChineseCode3
Biomedical and Clinical English Model Packages in the Stanza Python NLP LibraryCode3
TENER: Adapting Transformer Encoder for Named Entity RecognitionCode3
ERNIE: Enhanced Representation through Knowledge IntegrationCode3
BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingCode3
GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern GreekCode2
CNMBERT: A Model for Converting Hanyu Pinyin Abbreviations to Chinese CharactersCode2
Towards Evaluating and Building Versatile Large Language Models for MedicineCode2
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and ChallengesCode2
VNLP: Turkish NLP PackageCode2
Rethinking Negative Instances for Generative Named Entity RecognitionCode2
TechGPT-2.0: A large language model project to solve the task of knowledge graph constructionCode2
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional TransformerCode2
GoLLIE: Annotation Guidelines improve Zero-Shot Information-ExtractionCode2
OWL: A Large Language Model for IT OperationsCode2
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity RecognitionCode2
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation ExtractionCode2
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity RecognitionCode2
GPT-NER: Named Entity Recognition via Large Language ModelsCode2
ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPTCode2
Foresight -- Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRsCode2
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal ShiftsCode2
T-NER: An All-Round Python Library for Transformer-based Named Entity RecognitionCode2
Language Modelling with PixelsCode2
TweetNLP: Cutting-Edge Natural Language Processing for Social MediaCode2
Decomposed Meta-Learning for Few-Shot Named Entity RecognitionCode2
BERN2: an advanced neural biomedical named entity recognition and normalization toolCode2
Sensitive Data Detection with High-Throughput Neural Network Models for Financial InstitutionsCode2
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferCode2
FLAT: Chinese NER Using Flat-Lattice TransformerCode2
CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for ChineseCode2
Label-Guided In-Context Learning for Named Entity RecognitionCode1
GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity RecognitionCode1
Multimodal LLMs for OCR, OCR Post-Correction, and Named Entity Recognition in Historical DocumentsCode1
Small Language Model Makes an Effective Long Text ExtractorCode1
Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training DataCode1
ITER: Iterative Transformer-based Entity Recognition and Relation ExtractionCode1
Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language ModelsCode1
Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity RecognitionCode1
DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documentsCode1
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIsCode1
Retrieval Augmented Instruction Tuning for Open NER with Large Language ModelsCode1
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionCode1
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based SegmentationCode1
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