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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 951–1000 of 1729 papers

TitleStatusHype
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants—0
Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language ModelsCode1
An Intelligent Recommendation-cum-Reminder System—0
Lights, Camera, Action! A Framework to Improve NLP Accuracy over OCR documentsCode1
An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles—0
Active Curriculum Learning—0
SimpleNER Sentence Simplification System for GEM 2021—0
A Trigger-Aware Multi-Task Learning for Chinese Event Entity Recognition—0
Improving Low-Resource Named Entity Recognition via Label-Aware Data Augmentation and Curriculum Denoising—0
Attribute Value Generation from Product Title using Language Models—0
Meta-Learning for Few-Shot Named Entity Recognition—0
TexSmart: A System for Enhanced Natural Language Understanding—0
Subsequence Based Deep Active Learning for Named Entity Recognition—0
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
Modularized Interaction Network for Named Entity Recognition—0
Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity RecognitionCode0
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER—0
A Large-Scale Chinese Multimodal NER Dataset with Speech CluesCode1
Improving Model Generalization: A Chinese Named Entity Recognition Case Study—0
YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing—0
CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection—0
An automated domain-independent text reading, interpreting and extracting approach for reviewing the scientific literature—0
SeqScore: Addressing Barriers to Reproducible Named Entity Recognition EvaluationCode1
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition—0
Stress Test Evaluation of Biomedical Word EmbeddingsCode0
Target-Oriented Fine-tuning for Zero-Resource Named Entity RecognitionCode1
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge—0
MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity RecognitionCode1
Data Centric Domain Adaptation for Historical Text with OCR ErrorsCode0
A Comparison between Named Entity Recognition Models in the Biomedical DomainCode0
Cross-Lingual Named Entity Recognition via FastAlign: a Case Study—0
Improving Named Entity Recognition in Spoken Dialog Systems by Context and Speech Pattern Modeling—0
Cross-lingual alignments of ELMo contextual embeddings—0
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionCode1
Analyzing Research Trends in Inorganic Materials Literature Using NLPCode0
Recognising Biomedical Names: Challenges and Solutions—0
De-biasing Distantly Supervised Named Entity Recognition via Causal InterventionCode1
Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic ModelCode0
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled DataCode1
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
EPICURE Ensemble Pretrained Models for Extracting Cancer Mutations from Literature—0
Nested and Balanced Entity Recognition using Multi-Task Learning—0
Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021—0
Classification of Contract-Amendment Relationships—0
XtremeDistilTransformers: Task Transfer for Task-agnostic DistillationCode1
Surveillance of COVID-19 Pandemic using Social Media: A Reddit Study in North Carolina—0
BERTnesia: Investigating the capture and forgetting of knowledge in BERTCode0
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NERCode0
Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain—0
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