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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
Chinese Sequence Labeling with Semi-Supervised Boundary-Aware Language Model Pre-training
COLING 2024
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding
COLING 2024
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets
COLING 2024
Attack Named Entity Recognition by Entity Boundary Interference
COLING 2024
CARE: Co-Attention Network for Joint Entity and Relation Extraction
COLING 2024
A Streamlined Span-based Factorization Method for Few Shot Named Entity Recognition
COLING 2024
Using character-level models for efficient abbreviation and long-form detection
COLING 2024
Dataset of Quotation Attribution in German News Articles
COLING 2024
TECA: A Two-stage Approach with Controllable Attention Soft Prompt for Few-shot Nested Named Entity Recognition
COLING 2024
Too Young to NER: Improving Entity Recognition on Dutch Historical Documents
COLING 2024
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English
ACL 2024
Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural Transducer
INTERSPEECH 2024
Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features
EMNLP 2023
Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction
EMNLP 2023
A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER
EMNLP 2023
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition
EMNLP 2023
Headline Generation for Stock Price Fluctuation Articles
AACL 2023
Debiased and Denoised Entity Recognition from Distant Supervision
NIPS 2023
DiffusionSL: Sequence Labeling via Tag Diffusion Process
EMNLP 2023
Headline Generation for Stock Price Fluctuation Articles
IJCNLP 2023
IDRISI-D: Arabic and English Datasets and Benchmarks for Location Mention Disambiguation over Disaster Microblogs
EMNLP 2023
Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization
EMNLP 2023
Named Entity Recognition in a Very Homogenous Domain
EACL 2023
Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City
EMNLP 2023
YNUNLP at SemEval-2023 Task 2: The Pseudo Twin Tower Pre-training Model for Chinese Named Entity Recognition
ACL 2023
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