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named entity recognition

2813 papers

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Also known as

NER

Co-occurring keywords

text classification (6793) information extraction (1090) sequence labeling (824) relation extraction (919) transfer learning (5449) large language model (13587) domain adaptation (4595) cross-lingual transfer (1477) transformer model (1996) part-of-speech tagging (523)

Papers

Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition IJCAI 2022
Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding COLING 2022
Joint Entity and Relation Extraction Based on Table Labeling Using Convolutional Neural Networks ACL 2022
PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning SEMEVAL 2022
MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022
Low-Resource NER by Data Augmentation With Prompting IJCAI 2022
Toward More Meaningful Resources for Lower-resourced Languages ACL 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022
PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss Functions SEMEVAL 2022
Towards Fine-grained Classification of Climate Change related Social Media Text ACL 2022
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER ACL 2022
Few-Shot Class-Incremental Learning for Named Entity Recognition ACL 2022
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