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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

FLAT: Chinese NER Using Flat-Lattice Transformer ACL 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ACL 2020
Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ACL 2020
Bipartite Flat-Graph Network for Nested Named Entity Recognition ACL 2020
Simplify the Usage of Lexicon in Chinese NER ACL 2020
An Effective Transition-based Model for Discontinuous NER ACL 2020
A Unified MRC Framework for Named Entity Recognition ACL 2020
Code and Named Entity Recognition in StackOverflow ACL 2020
Biomedical Entity Representations with Synonym Marginalization ACL 2020
Calibrating Structured Output Predictors for Natural Language Processing ACL 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach ACL 2020
NAT: Noise-Aware Training for Robust Neural Sequence Labeling ACL 2020
Augmented Natural Language for Generative Sequence Labeling EMNLP 2020
Extending Multilingual BERT to Low-Resource Languages EMNLP 2020
If You Build Your Own NER Scorer, Non-replicable Results Will Come EMNLP 2020
On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining EMNLP 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders EMNLP 2020
With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020
Improving Word Sense Disambiguation with Translations EMNLP 2020
Training for Gibbs Sampling on Conditional Random Fields with Neural Scoring Factors EMNLP 2020
Efficient One-Pass End-to-End Entity Linking for Questions EMNLP 2020
BENNERD: A Neural Named Entity Linking System for COVID-19 EMNLP 2020
Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts EMNLP 2020
PHICON: Improving Generalization of Clinical Text De-identification Models via Data Augmentation EMNLP 2020
Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics EMNLP 2020