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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
A Human Subject Study of Named Entity Recognition in Conversational Music Recommendation Queries
EACL 2023
Ginn-Khamov at SemEval-2023 Task 6, Subtask B: Legal Named Entities Extraction for Heterogenous Documents
ACL 2023
MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER
AAAI 2023
ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition
AAAI 2023
IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach
ACL 2023
Debiased and Denoised Entity Recognition from Distant Supervision
NIPS 2023
TeamUnibo at SemEval-2023 Task 6: A transformer based approach to Rhetorical Roles prediction and NER in Legal Texts
ACL 2023
Nested Named Entity Recognition as Building Local Hypergraphs
AAAI 2023
Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling
AAAI 2023
DiffusionSL: Sequence Labeling via Tag Diffusion Process
EMNLP 2023
AUC Maximization for Low-Resource Named Entity Recognition
AAAI 2023
Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition
ACL 2023
Theoretical Linguistics Rivals Embeddings in Language Clustering for Multilingual Named Entity Recognition
ACL 2023
IDRISI-D: Arabic and English Datasets and Benchmarks for Location Mention Disambiguation over Disaster Microblogs
EMNLP 2023
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition
ACL 2023
A Multilingual Evaluation of NER Robustness to Adversarial Inputs
ACL 2023
garNER at SemEval-2023: Simplified Knowledge Augmentation for Multilingual Complex Named Entity Recognition
ACL 2023
azaad@BND at SemEval-2023 Task 2: How to Go from a Simple Transformer Model to a Better Model to Get Better Results in Natural Language Processing
SEMEVAL 2023
Silp_nlp at SemEval-2023 Task 2: Cross-lingual Knowledge Transfer for Mono-lingual Learning
ACL 2023
A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition
ACL 2023
VBD_NLP at SemEval-2023 Task 2: Named Entity Recognition Systems Enhanced by BabelNet and Wikipedia
ACL 2023
Transfer Learning for Low-Resource Clinical Named Entity Recognition
ACL 2023
NAG-NER: a Unified Non-Autoregressive Generation Framework for Various NER Tasks
ACL 2023
Comparative evaluation of boundary-relaxed annotation for Entity Linking performance
ACL 2023
Entity Contrastive Learning in a Large-Scale Virtual Assistant System
ACL 2023
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