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Methodology
← Understanding
Natural Language Processing
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Understanding
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Named Entity Recognition
1355 directly classified papers
Papers per year
2000: 1
2008: 1
2009: 1
2010: 1
2016: 7
2017: 29
2018: 72
2019: 137
2020: 134
2021: 184
2022: 203
2023: 273
2024: 174
2025: 112
2026: 26
Papers
UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches
IJCNLP 2021
UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models
IJCNLP 2021
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text
EMNLP 2021
Can images help recognize entities? A study of the role of images for Multimodal NER
EMNLP 2021
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing
NAACL 2021
Stress Test Evaluation of Biomedical Word Embeddings
NAACL 2021
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER
EMNLP 2021
Using Pause Information for More Accurate Entity Recognition
EMNLP 2021
Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework
EMNLP 2021
Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method
EMNLP 2021
BLAR: Biomedical Local Acronym Resolver
NAACL 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
IJCNLP 2021
UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models
ACL 2021
UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches
ACL 2021
Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification
IJCNLP 2021
COVID-19 Named Entity Recognition for Vietnamese
NAACL 2021
Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction
NAACL 2021
Multi-Grained Knowledge Distillation for Named Entity Recognition
NAACL 2021
Entity Resolution in Open-domain Conversations
NAACL 2021
Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems
NAACL 2021
Improving Biomedical Pretrained Language Models with Knowledge
NAACL 2021
Are Multilingual Models Effective in Code-Switching?
NAACL 2021
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information
EMNLP 2020
NAT: Noise-Aware Training for Robust Neural Sequence Labeling
ACL 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach
ACL 2020
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