Named Entity Recognition

Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification NAACL 2021 Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework EMNLP 2021 Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ACL 2021 Learning to Check Contract Inconsistencies AAAI 2021 Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification ACL 2021 Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter ACL 2021 Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition ACL 2021 MadDog: A Web-based System for Acronym Identification and Disambiguation EACL 2021 mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model EMNLP 2021 MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition ACL 2021 Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation EACL 2021 Meta-Learning for Few-Shot Named Entity Recognition ACL 2021 MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision EMNLP 2021 Mitigating Temporal-Drift: A Simple Approach to Keep NER Models Crisp NAACL 2021 Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021 Modularized Interaction Network for Named Entity Recognition ACL 2021 MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text EMNLP 2021 MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021 Multi-Grained Knowledge Distillation for Named Entity Recognition NAACL 2021 Multilingual Named Entity Recognition and Matching Using BERT and Dedupe for Slavic Languages EACL 2021 Multilingual Sequence Labeling Approach to solve Lexical Normalization EMNLP 2021 Multilingual Slavic Named Entity Recognition EACL 2021 Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event EMNLP 2021 NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations EMNLP 2021 Named Entity Recognition and Linking Augmented with Large-Scale Structured Data EACL 2021