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Methodology
← Understanding
Natural Language Processing
›
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
SAB at SemEval-2023 Task 2: Does Linguistic Information Aid in Named Entity Recognition?
SEMEVAL 2023
Towards Incremental NER Data Augmentation via Syntactic-aware Insertion Transformer
IJCAI 2023
Joint Speech Translation and Named Entity Recognition
INTERSPEECH 2023
Enriching the NArabizi Treebank: A Multifaceted Approach to Supporting an Under-Resourced Language
ACL 2023
A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging
AAAI 2023
Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types
ACL 2023
Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City
EMNLP 2023
TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER
ACL 2023
VTCC-NER at SemEval-2023 Task 6: An Ensemble Pre-trained Language Models for Named Entity Recognition
SEMEVAL 2023
NAG-NER: a Unified Non-Autoregressive Generation Framework for Various NER Tasks
ACL 2023
WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning
ACL 2023
Headline Generation for Stock Price Fluctuation Articles
IJCNLP 2023
BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition
ACL 2023
USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER
SEMEVAL 2023
SemEval-2023 Task 6: LegalEval - Understanding Legal Texts
SEMEVAL 2023
Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER
ACL 2023
Ertim at SemEval-2023 Task 2: Fine-tuning of Transformer Language Models and External Knowledge Leveraging for NER in Farsi, English, French and Chinese
SEMEVAL 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
SEMEVAL 2023
IITD at SemEval-2023 Task 2: A Multi-Stage Information Retrieval Approach for Fine-Grained Named Entity Recognition
ACL 2023
Legal_try at SemEval-2023 Task 6: Voting Heterogeneous Models for Entities identification in Legal Documents
ACL 2023
Detecting intersectionality in NER models: A data-driven approach
EACL 2023
Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction
ACL 2023
CodeNLP at SemEval-2023 Task 2: Data Augmentation for Named Entity Recognition by Combination of Sequence Generation Strategies
SEMEVAL 2023
IITD at SemEval-2023 Task 2: A Multi-Stage Information Retrieval Approach for Fine-Grained Named Entity Recognition
SEMEVAL 2023
CLaC at SemEval-2023 Task 2: Comparing Span-Prediction and Sequence-Labeling Approaches for NER
SEMEVAL 2023
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