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NER

The named entity recognition (NER) involves identification of key information in the text and classification into a set of predefined categories. This includes standard entities in the text like Part of Speech (PoS) and entities like places, names etc...

Papers

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Showing 151–200 of 1729 papers

TitleStatusHype
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising LearningCode1
Actionable Entities Recognition Benchmark for Interactive FictionCode1
XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual KnowledgeCode1
Paradigm Shift in Natural Language ProcessingCode1
GERNERMED -- An Open German Medical NER ModelCode1
Named Entity Recognition and Classification on Historical Documents: A SurveyCode1
Context-NER : Contextual Phrase Generation at ScaleCode1
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition ModelsCode1
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-TrainingCode1
Data Augmentation for Cross-Domain Named Entity RecognitionCode1
TNNT: The Named Entity Recognition ToolkitCode1
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NERCode1
An Effective System for Multi-format Information ExtractionCode1
MobIE: A German Dataset for Named Entity Recognition, Entity Linking and Relation Extraction in the Mobility DomainCode1
Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language ModelsCode1
Lights, Camera, Action! A Framework to Improve NLP Accuracy over OCR documentsCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
A Large-Scale Chinese Multimodal NER Dataset with Speech CluesCode1
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationCode1
SeqScore: Addressing Barriers to Reproducible Named Entity Recognition EvaluationCode1
Target-Oriented Fine-tuning for Zero-Resource Named Entity RecognitionCode1
MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity RecognitionCode1
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionCode1
De-biasing Distantly Supervised Named Entity Recognition via Causal InterventionCode1
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled DataCode1
XtremeDistilTransformers: Task Transfer for Task-agnostic DistillationCode1
A Unified Generative Framework for Various NER SubtasksCode1
SpanNER: Named Entity Re-/Recognition as Span PredictionCode1
Discontinuous Named Entity Recognition as Maximal Clique DiscoveryCode1
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity RecognitionCode1
A Sequence-to-Set Network for Nested Named Entity RecognitionCode1
T2NER: Transformers based Transfer Learning Framework for Named Entity RecognitionCode1
Earnings-21: A Practical Benchmark for ASR in the WildCode1
skweak: Weak Supervision Made Easy for NLPCode1
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity RecognitionCode1
Better Feature Integration for Named Entity RecognitionCode1
Noisy-Labeled NER with Confidence EstimationCode1
COVID-19 Named Entity Recognition for VietnameseCode1
MasakhaNER: Named Entity Recognition for African LanguagesCode1
NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction TechniquesCode1
RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NERCode1
BNLP: Natural language processing toolkit for Bengali languageCode1
SkillNER: Mining and Mapping Soft Skills from any TextCode1
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsingCode1
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity RecognitionCode1
Few-Shot Named Entity Recognition: A Comprehensive StudyCode1
Domain specific BERT representation for Named Entity Recognition of lab protocolCode1
Nested Named Entity Recognition with Partially-Observed TreeCRFsCode1
Empirical Analysis of Unlabeled Entity Problem in Named Entity RecognitionCode1
CrossNER: Evaluating Cross-Domain Named Entity RecognitionCode1
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