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Methodology
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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
Boundary Smoothing for Named Entity Recognition
ACL 2022
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning
ACL 2022
Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and Models
ACL 2022
Thai Nested Named Entity Recognition Corpus
ACL 2022
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework
ACL 2022
UA-KO at SemEval-2022 Task 11: Data Augmentation and Ensembles for Korean Named Entity Recognition
NAACL 2022
Biomedical NER using Novel Schema and Distant Supervision
ACL 2022
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing
ACL 2022
SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning
ACL 2022
Named Entity Recognition Based Automatic Generation of Research Highlights
COLING 2022
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer
NAACL 2022
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla
NAACL 2022
SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER)
NAACL 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition
ACL 2022
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning
ACL 2022
CSECU-DSG at SemEval-2022 Task 11: Identifying the Multilingual Complex Named Entity in Text Using Stacked Embeddings and Transformer based Approach
NAACL 2022
Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling
ACL 2022
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages
ACL 2022
NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension
NAACL 2022
NCUEE-NLP at SemEval-2022 Task 11: Chinese Named Entity Recognition Using the BERT-BiLSTM-CRF Model
NAACL 2022
Dataset Geography: Mapping Language Data to Language Users
ACL 2022
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging
IJCNLP 2022
Introducing QuBERT: A Large Monolingual Corpus and BERT Model for Southern Quechua
NAACL 2022
KinyaBERT: a Morphology-aware Kinyarwanda Language Model
ACL 2022
UAlberta at LSCDiscovery: Lexical Semantic Change Detection via Word Sense Disambiguation
ACL 2022
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