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named entity recognition

2801 papers

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Also known as

NER NE NERC

Co-occurring keywords

text classification (6776) information extraction (1071) sequence labeling (824) relation extraction (915) transfer learning (5442) large language model (12755) domain adaptation (4578) cross-lingual transfer (1468) transformer model (1988) part-of-speech tagging (521)

Papers

Rethinking Negative Sampling for Handling Missing Entity Annotations ACL 2022
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning ACL 2022
DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022
Memorisation versus Generalisation in Pre-trained Language Models ACL 2022
Community Question Answering Entity Linking via Leveraging Auxiliary Data IJCAI 2022
MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation) NAACL 2022
Position-aware Joint Entity and Relation Extraction with Attention Mechanism IJCAI 2022
Programmable Annotation with Diversed Heuristics and Data Denoising COLING 2022
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition ACL 2022
COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition COLING 2022
SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition COLING 2022
SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER) NAACL 2022
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER AACL 2022
Challenging America: Modeling language in longer time scales NAACL 2022
An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction AACL 2022
Cross-Language Transfer of High-Quality Annotations: Combining Neural Machine Translation with Cross-Linguistic Span Alignment to Apply NER to Clinical Texts in a Low-Resource Language NAACL 2022
Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing COLING 2022
NepBERTa: Nepali Language Model Trained in a Large Corpus AACL 2022
NERDz: A Preliminary Dataset of Named Entities for Algerian AACL 2022
FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages AACL 2022
Introducing QuBERT: A Large Monolingual Corpus and BERT Model for Southern Quechua NAACL 2022
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts AACL 2022
Domain-Specific NER via Retrieving Correlated Samples COLING 2022
OneRel: Joint Entity and Relation Extraction with One Module in One Step AAAI 2022