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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

Entity Linking via Explicit Mention-Mention Coreference Modeling NAACL 2022
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation NAACL 2022
Cross-Language Transfer of High-Quality Annotations: Combining Neural Machine Translation with Cross-Linguistic Span Alignment to Apply NER to Clinical Texts in a Low-Resource Language NAACL 2022
CIAug: Equipping Interpolative Augmentation with Curriculum Learning NAACL 2022
Unsupervised Text Deidentification EMNLP 2022
DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models NAACL 2022
TERMinator: A System for Scientific Texts Processing COLING 2022
KDDIE at SemEval-2022 Task 11: Using DeBERTa for Named Entity Recognition NAACL 2022
Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF NAACL 2022
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction COLING 2022
Large Sequence Representation Learning via Multi-Stage Latent Transformers COLING 2022
Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget NAACL 2022
OPDAI at SemEval-2022 Task 11: A hybrid approach for Chinese NER using outside Wikipedia knowledge NAACL 2022
DESED: Dialogue-based Explanation for Sentence-level Event Detection COLING 2022
Few-shot Learning for Sumerian Named Entity Recognition NAACL 2022
Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese NAACL 2022
Dependency-aware Prototype Learning for Few-shot Relation Classification COLING 2022
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages COLING 2022
Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition EMNLP 2022
Named Entity Recognition for Cancer Immunology Research Using Distant Supervision ACL 2022
Posthoc Verification and the Fallibility of the Ground Truth NAACL 2022
Resilience of Named Entity Recognition Models under Adversarial Attack NAACL 2022
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition EMNLP 2022
Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing NAACL 2022
Zero-shot Disfluency Detection for Indian Languages COLING 2022