Named Entity Recognition

RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models EMNLP 2021 RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER AAAI 2021 SciConceptMiner: A system for large-scale scientific concept discovery ACL 2021 Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021 Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling EACL 2021 SeqAttack: On Adversarial Attacks for Named Entity Recognition EMNLP 2021 SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation EMNLP 2021 skweak: Weak Supervision Made Easy for NLP ACL 2021 Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages EACL 2021 Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP 2021 SpanNER: Named Entity Re-/Recognition as Span Prediction ACL 2021 Stress Test Evaluation of Biomedical Word Embeddings NAACL 2021 Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training NeurIPS 2021 Structured Prediction as Translation between Augmented Natural Languages ICLR 2021 Subsequence Based Deep Active Learning for Named Entity Recognition ACL 2021 Subword Pooling Makes a Difference EACL 2021 Supervised Identification of Participant Slots in Contracts EMNLP 2021 Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switching EMNLP 2021 Syntax-augmented Multilingual BERT for Cross-lingual Transfer ACL 2021 System description for ProfNER - SMMH: Optimized finetuning of a pretrained transformer and word vectors NAACL 2021 T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021 TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics EACL 2021 TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network EMNLP 2021 TexSmart: A System for Enhanced Natural Language Understanding ACL 2021 The Biomaterials Annotator: a system for ontology-based concept annotation of biomaterials text NAACL 2021