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Named Entity Recognition

1355 directly classified papers

Papers per year

Papers

Discontinuous Named Entity Recognition as Maximal Clique Discovery ACL 2021
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals ACL 2021
Few-NERD: A Few-shot Named Entity Recognition Dataset ACL 2021
MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection ACL 2021
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction ACL 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit IJCNLP 2021
Modularized Interaction Network for Named Entity Recognition IJCNLP 2021
Noisy-Labeled NER with Confidence Estimation NAACL 2021
Named Entity Recognition in the Romanian Legal Domain EMNLP 2021
Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition EMNLP 2021
Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts. EMNLP 2021
The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021
SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation EMNLP 2021
Validating Label Consistency in NER Data Annotation EMNLP 2021
Differential Evaluation: a Qualitative Analysis of Natural Language Processing System Behavior Based Upon Data Resistance to Processing EMNLP 2021
WikiGUM: Exhaustive Entity Linking for Wikification in 12 Genres EMNLP 2021
Nested Named Entity Recognition with Partially-Observed TreeCRFs AAAI 2021
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection ACL 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER IJCNLP 2021
GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input NAACL 2021
Resources and Evaluations for Danish Entity Resolution EMNLP 2021
CNNBiF: CNN-based Bigram Features for Named Entity Recognition EMNLP 2021
Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter IJCNLP 2021
System description for ProfNER - SMMH: Optimized finetuning of a pretrained transformer and word vectors NAACL 2021