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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
Accurate clinical and biomedical Named entity recognition at scaleCode3
Biomedical and Clinical English Model Packages in the Stanza Python NLP LibraryCode3
TENER: Adapting Transformer Encoder for Named Entity RecognitionCode3
WhisperNER: Unified Open Named Entity and Speech RecognitionCode3
ERNIE: Enhanced Representation through Knowledge IntegrationCode3
GLiREL -- Generalist Model for Zero-Shot Relation ExtractionCode3
N-LTP: An Open-source Neural Language Technology Platform for ChineseCode3
BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingCode3
OWL: A Large Language Model for IT OperationsCode2
VNLP: Turkish NLP PackageCode2
GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern GreekCode2
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation ExtractionCode2
TechGPT-2.0: A large language model project to solve the task of knowledge graph constructionCode2
Foresight -- Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRsCode2
T-NER: An All-Round Python Library for Transformer-based Named Entity RecognitionCode2
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and ChallengesCode2
GPT-NER: Named Entity Recognition via Large Language ModelsCode2
Rethinking Negative Instances for Generative Named Entity RecognitionCode2
Sensitive Data Detection with High-Throughput Neural Network Models for Financial InstitutionsCode2
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity RecognitionCode2
ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPTCode2
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal ShiftsCode2
Towards Evaluating and Building Versatile Large Language Models for MedicineCode2
FLAT: Chinese NER Using Flat-Lattice TransformerCode2
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional TransformerCode2
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferCode2
Language Modelling with PixelsCode2
CNMBERT: A Model for Converting Hanyu Pinyin Abbreviations to Chinese CharactersCode2
CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for ChineseCode2
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity RecognitionCode2
BERN2: an advanced neural biomedical named entity recognition and normalization toolCode2
Decomposed Meta-Learning for Few-Shot Named Entity RecognitionCode2
GoLLIE: Annotation Guidelines improve Zero-Shot Information-ExtractionCode2
TweetNLP: Cutting-Edge Natural Language Processing for Social MediaCode2
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control CommunicationsCode1
A Twitter Corpus for Named Entity Recognition in TurkishCode1
A Simple but Effective Approach to Improve Structured Language Model Output for Information ExtractionCode1
A Sequence-to-Set Network for Nested Named Entity RecognitionCode1
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionCode1
A Unified Generative Framework for Various NER SubtasksCode1
AraELECTRA: Pre-Training Text Discriminators for Arabic Language UnderstandingCode1
AraBERT: Transformer-based Model for Arabic Language UnderstandingCode1
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language UnderstandingCode1
An Incremental Parser for Abstract Meaning RepresentationCode1
Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media AnalysisCode1
An Enhanced Span-based Decomposition Method for Few-Shot Sequence LabelingCode1
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