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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
PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information
ACL 2023
El-Kawaref at WojoodNER shared task: StagedNER for Arabic Named Entity Recognition
EMNLP 2023
VTCC-NER at SemEval-2023 Task 6: An Ensemble Pre-trained Language Models for Named Entity Recognition
SEMEVAL 2023
Grounded Multimodal Named Entity Recognition on Social Media
ACL 2023
IITD at SemEval-2023 Task 2: A Multi-Stage Information Retrieval Approach for Fine-Grained Named Entity Recognition
SEMEVAL 2023
L3I++ at SemEval-2023 Task 2: Prompting for Multilingual Complex Named Entity Recognition
SEMEVAL 2023
garNER at SemEval-2023: Simplified Knowledge Augmentation for Multilingual Complex Named Entity Recognition
SEMEVAL 2023
MEERQAT-IRIT at SemEval-2023 Task 2: Leveraging Contextualized Tag Descriptors for Multilingual Named Entity Recognition
SEMEVAL 2023
Minanto at SemEval-2023 Task 2: Fine-tuning XLM-RoBERTa for Named Entity Recognition on English Data
SEMEVAL 2023
SAB at SemEval-2023 Task 2: Does Linguistic Information Aid in Named Entity Recognition?
SEMEVAL 2023
SI2M & AIOX Labs at WANLP 2022 Shared Task: Propaganda Detection in Arabic, A Data Augmentation and Name Entity Recognition Approach
EMNLP 2022
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework
ACL 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population
EMNLP 2022
Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling
ACL 2022
KinyaBERT: a Morphology-aware Kinyarwanda Language Model
ACL 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval
EMNLP 2022
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models
EMNLP 2022
Thai Nested Named Entity Recognition Corpus
ACL 2022
Biomedical NER using Novel Schema and Distant Supervision
ACL 2022
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition
EMNLP 2022
Autoregressive Structured Prediction with Language Models
EMNLP 2022
Influence Functions for Sequence Tagging Models
EMNLP 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation
EMNLP 2022
Named Entity Recognition in Industrial Tables using Tabular Language Models
EMNLP 2022
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling
EMNLP 2022
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