Named Entity Recognition

Locally Aggregated Feature Attribution on Natural Language Model Understanding NAACL 2022 Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text NAACL 2022 Low-Resource NER by Data Augmentation With Prompting IJCAI 2022 MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction COLING 2022 MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022 MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP 2022 MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score EMNLP 2022 MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022 Memorisation versus Generalisation in Pre-trained Language Models ACL 2022 Method Entity Extraction from Biomedical Texts COLING 2022 METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets NeurIPS 2022 MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL 2022 MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection NAACL 2022 m-Networks: Adapting the Triplet Networks for Acronym Disambiguation NAACL 2022 Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings EMNLP 2022 Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field EMNLP 2022 Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction NAACL 2022 MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity Recognition COLING 2022 Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER SemEval 2022 Multimodal Knowledge Learning for Named Entity Disambiguation EMNLP 2022 MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation) NAACL 2022 Named Entity and Relation Extraction with Multi-Modal Retrieval EMNLP 2022 Named Entity Inclusion in Abstractive Text Summarization COLING 2022 NamedEntityRangers at SemEval-2022 Task 11: Transformer-based Approaches for Multilingual Complex Named Entity Recognition SemEval 2022 Named Entity Recognition as Structured Span Prediction EMNLP 2022