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Named Entity Recognition

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TitleStatusHype
Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts—0
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials LiteratureCode0
Named Entity Recognition for Cancer Immunology Research Using Distant Supervision—0
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data—0
Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples—0
De-Bias for Generative Extraction in Unified NER Task—0
Improving Romanian BioNER Using a Biologically Inspired System—0
Nested Named Entity Recognition with Span-level Graphs—0
Are you a hero or a villain? A semantic role labelling approach for detecting harmful memes.—0
Few-Shot Class-Incremental Learning for Named Entity Recognition—0
What do we Really Know about State of the Art NER?—0
Polyglot Prompt: Multilingual Multitask PrompTrainingCode1
HiNER: A Large Hindi Named Entity Recognition DatasetCode1
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer—0
Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity RecognitionCode1
Boundary Smoothing for Named Entity RecognitionCode1
Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling—0
Robust Self-Augmentation for Named Entity Recognition with Meta ReweightingCode1
KALA: Knowledge-Augmented Language Model AdaptationCode1
Few-shot learning for medical text: A systematic review—0
Recovering Patient Journeys: A Corpus of Biomedical Entities and Relations on Twitter (BEAR)—0
Named Entity Recognition for Partially Annotated Datasets—0
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and DatasetsCode1
Nested Named Entity Recognition as Holistic Structure Parsing—0
TASTEset -- Recipe Dataset and Food Entities Recognition BenchmarkCode1
Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task—0
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts—0
L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models—0
Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition—0
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition—0
Decomposed Meta-Learning for Few-Shot Named Entity RecognitionCode2
Solving Price Per Unit Problem Around the World: Formulating Fact Extraction as Question Answering—0
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI EvaluationCode0
"FIJO": a French Insurance Soft Skill Detection DatasetCode0
Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0Code0
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity RecognitionCode1
Breaking Character: Are Subwords Good Enough for MRLs After All?—0
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
BioRED: A Rich Biomedical Relation Extraction DatasetCode1
CyNER: A Python Library for Cybersecurity Named Entity RecognitionCode1
BioBART: Pretraining and Evaluation of A Biomedical Generative Language ModelCode1
RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text miningCode1
Automatic Extraction of Nested Entities in Clinical Referrals in SpanishCode0
LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition—0
Extracting Impact Model Narratives from Social Services' TextCode0
Multi-View Approach to Suggest Moderation Actions in Community Question Answering Sites—0
Product Market Demand Analysis Using NLP in Banglish Text with Sentiment Analysis and Named Entity Recognition—0
End-to-end model for named entity recognition from speech without paired training data—0
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity RecognitionCode0
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