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(AAAI 2018) LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Neural Language Model [PDF] [Code] -
(EMNLP 2018) LD-Net
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling [PDF] [Code] -
(EMNLP 2018) AutoNER
Learning Named Entity Tagger using Domain-Specific Dictionary [PDF] [Code] -
(Bioinformatics 2019) Multi-BioNER
Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning [PDF] [Code] -
(WANLP 2019) ArabicNER
Arabic Named Entity Recognition: What Works and What's Next [PDF] [Code] -
(EMNLP 2019) CrossWeigh
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations [PDF] [Code] -
(EMNLP 2021) RoSTER
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training [PDF] [Code] -
(Other models) VanillaNER and LightNER