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Named Entity Recognition

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TitleStatusHype
E-NER: Evidential Deep Learning for Trustworthy Named Entity RecognitionCode1
Enhanced Entity Annotations for Multilingual CorporaCode1
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NERCode1
EstNLTK - NLP Toolkit for EstonianCode1
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information ExtractionCode1
Example-Based Named Entity RecognitionCode1
A Dataset of German Legal Documents for Named Entity RecognitionCode1
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity RecognitionCode1
Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph ParsingCode1
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLPCode1
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and DatasetsCode1
Few-Shot Named Entity Recognition: A Comprehensive StudyCode1
FGN: Fusion Glyph Network for Chinese Named Entity RecognitionCode1
Filtered Semi-Markov CRFCode1
ConNER: Consistency Training for Cross-lingual Named Entity RecognitionCode1
FiNER-ORD: Financial Named Entity Recognition Open Research DatasetCode1
Focusing on Potential Named Entities During Active Label AcquisitionCode1
Actionable Entities Recognition Benchmark for Interactive FictionCode1
AISHELL-NER: Named Entity Recognition from Chinese SpeechCode1
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin InformationCode1
GNNer: Reducing Overlapping in Span-based NER Using Graph Neural NetworksCode1
AraBERT: Transformer-based Model for Arabic Language UnderstandingCode1
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation ExtractionCode1
Causal Distillation for Language ModelsCode1
CBLUE: A Chinese Biomedical Language Understanding Evaluation BenchmarkCode1
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and DatasetsCode1
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERTCode1
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control CommunicationsCode1
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NERCode1
hmBERT: Historical Multilingual Language Models for Named Entity RecognitionCode1
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient KoreaCode1
IITKGP at W-NUT 2020 Shared Task-1: Domain specific BERT representation for Named Entity Recognition of lab protocolCode1
Imposing Relation Structure in Language-Model Embeddings Using Contrastive LearningCode1
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity RecognitionCode1
CHisIEC: An Information Extraction Corpus for Ancient Chinese HistoryCode1
Improving Named Entity Recognition with Attentive Ensemble of Syntactic InformationCode1
Improving Neural Named Entity Recognition with GazetteersCode1
A Twitter Corpus for Named Entity Recognition in TurkishCode1
Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery ModelsCode1
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesCode1
Information Extraction of Clinical Trial Eligibility CriteriaCode1
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature TextCode1
Interpretable Multi-dataset Evaluation for Named Entity RecognitionCode1
Introducing RONEC - the Romanian Named Entity CorpusCode1
Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity RecognitionCode1
Boundary Smoothing for Named Entity RecognitionCode1
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity RecognitionCode1
A Unified Generative Framework for Various NER SubtasksCode1
AIONER: All-in-one scheme-based biomedical named entity recognition using deep learningCode1
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