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Named Entity Recognition

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TitleStatusHype
Domain-Specific NER via Retrieving Correlated SamplesCode1
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity RecognitionCode1
An Embarrassingly Easy but Strong Baseline for Nested Named Entity RecognitionCode1
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation ExtractionCode1
MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)Code1
Multi-features based Semantic Augmentation Networks for Named Entity Recognition in Threat IntelligenceCode1
End-to-End Chinese Speaker IdentificationCode1
A Label-Aware Autoregressive Framework for Cross-Domain NERCode1
NERDA-Con: Extending NER models for Continual Learning -- Integrating Distinct Tasks and Updating Distribution ShiftsCode1
Endowing Language Models with Multimodal Knowledge Graph RepresentationsCode1
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language ModelsCode1
SsciBERT: A Pre-trained Language Model for Social Science TextsCode1
Enhanced Entity Annotations for Multilingual CorporaCode1
A Twitter Corpus for Named Entity Recognition in TurkishCode1
FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigmCode1
hmBERT: Historical Multilingual Language Models for Named Entity RecognitionCode1
RuNNE-2022 Shared Task: Recognizing Nested Named EntitiesCode1
DeepStruct: Pretraining of Language Models for Structure PredictionCode1
Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for MalteseCode1
Wojood: Nested Arabic Named Entity Corpus and Recognition using BERTCode1
Hero-Gang Neural Model For Named Entity RecognitionCode1
ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language GenerationCode1
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity RecognitionCode1
Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical NotesCode1
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation ExtractionCode1
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo LanguagesCode1
Thai Nested Named Entity Recognition CorpusCode1
GNNer: Reducing Overlapping in Span-based NER Using Graph Neural NetworksCode1
Polyglot Prompt: Multilingual Multitask PrompTrainingCode1
HiNER: A Large Hindi Named Entity Recognition DatasetCode1
Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity RecognitionCode1
Boundary Smoothing for Named Entity RecognitionCode1
Robust Self-Augmentation for Named Entity Recognition with Meta ReweightingCode1
KALA: Knowledge-Augmented Language Model AdaptationCode1
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and DatasetsCode1
TASTEset -- Recipe Dataset and Food Entities Recognition BenchmarkCode1
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity RecognitionCode1
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsCode1
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic PerspectiveCode1
BioBART: Pretraining and Evaluation of A Biomedical Generative Language ModelCode1
RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text miningCode1
CyNER: A Python Library for Cybersecurity Named Entity RecognitionCode1
BioRED: A Rich Biomedical Relation Extraction DatasetCode1
kNN-NER: Named Entity Recognition with Nearest Neighbor SearchCode1
Computer Science Named Entity Recognition in the Open Research Knowledge GraphCode1
Few-shot Named Entity Recognition with Self-describing NetworksCode1
Parallel Instance Query Network for Named Entity RecognitionCode1
Radiology Text Analysis System (RadText): Architecture and EvaluationCode1
KinyaBERT: a Morphology-aware Kinyarwanda Language ModelCode1
Label Semantics for Few Shot Named Entity RecognitionCode1
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