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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL 2022
Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging ACL 2022
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning ACL 2022
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ACL 2022
Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 ACL 2022
A sequence-to-sequence approach for document-level relation extraction ACL 2022
Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts ACL 2022
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data ACL 2022
Biomedical NER using Novel Schema and Distant Supervision ACL 2022
Named Entity Recognition for Cancer Immunology Research Using Distant Supervision ACL 2022
Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection ACL 2022
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature ACL 2022
Combining Language Models and Linguistic Information to Label Entities in Memes ACL 2022
NITK-IT_NLP@TamilNLP-ACL2022: Transformer based model for Toxic Span Identification in Tamil ACL 2022
OpenBrand: Open Brand Value Extraction from Product Descriptions ACL 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022
SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning ACL 2022
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022
Generative Entity Typing with Curriculum Learning EMNLP 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022
Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
Simple Questions Generate Named Entity Recognition Datasets EMNLP 2022
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field EMNLP 2022