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Named Entity Recognition Ner
Named Entity Recognition Ner On Ontonotes V5
Named Entity Recognition Ner On Ontonotes V5
Metrics
F1
Results
Performance results of various models on this benchmark
Columns
Model Name
F1
Paper Title
Repository
Syn-LSTM + BERT (wo doc-context)
90.85
Better Feature Integration for Named Entity Recognition
DGLSTM-CRF + ELMo
89.88
Dependency-Guided LSTM-CRF for Named Entity Recognition
BiLSTM-LAN
88.16
Hierarchically-Refined Label Attention Network for Sequence Labeling
Bi-LSTM-CRF + Lexical Features
87.95
Robust Lexical Features for Improved Neural Network Named-Entity Recognition
PL-Marker
91.9
Packed Levitated Marker for Entity and Relation Extraction
Syn-LSTM (wo doc-context)
89.04
Better Feature Integration for Named Entity Recognition
BERT-MRC
91.11
A Unified MRC Framework for Named Entity Recognition
Hierarchical
87.98
Hierarchical Contextualized Representation for Named Entity Recognition
BiLSTM-CRF
86.99
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
DGLSTM-CRF (L=2)
88.52
Dependency-Guided LSTM-CRF for Named Entity Recognition
Joint Model
84.04
A Joint Model for Entity Analysis: Coreference, Typing, and Linking
-
Biaffine-NER
91.3
Named Entity Recognition as Dependency Parsing
CVT + Multi-Task + Large
88.81
Semi-Supervised Sequence Modeling with Cross-View Training
HSCRF + softdict
89.94
Towards Improving Neural Named Entity Recognition with Gazetteers
Att-BiLSTM-CNN
88.4
Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER
BARTNER
90.38
A Unified Generative Framework for Various NER Subtasks
NuNER
89.1
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data
W2NER
90.50
Unified Named Entity Recognition as Word-Word Relation Classification
AESINER
90.32
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information
GRN
87.67
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition
0 of 28 row(s) selected.
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