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Named Entity Recognition

2,041 papers

Papers per year

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Papers

Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019
Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network EMNLP 2019
Dependency-Guided LSTM-CRF for Named Entity Recognition EMNLP 2019
Hierarchically-Refined Label Attention Network for Sequence Labeling EMNLP 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations EMNLP 2019
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers EMNLP 2019
Cloze-driven Pretraining of Self-attention Networks EMNLP 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations EMNLP 2019
An Attentive Fine-Grained Entity Typing Model with Latent Type Representation EMNLP 2019
Improving Fine-grained Entity Typing with Entity Linking EMNLP 2019
Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition EMNLP 2019
“A Buster Keaton of Linguistics”: First Automated Approaches for the Extraction of Vossian Antonomasia EMNLP 2019
Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing EMNLP 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification EMNLP 2019
ner and pos when nothing is capitalized EMNLP 2019
Weakly Supervised Attention Networks for Entity Recognition EMNLP 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis EMNLP 2019
Towards Machine Reading for Interventions from Humanitarian-Assistance Program Literature EMNLP 2019
Entity resolution for noisy ASR transcripts EMNLP 2019
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP 2019
PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track EMNLP 2019
When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP 2019
VSP at PharmaCoNER 2019: Recognition of Pharmacological Substances, Compounds and Proteins with Recurrent Neural Networks in Spanish Clinical Cases EMNLP 2019
IxaMed at PharmacoNER Challenge 2019 EMNLP 2019