Named Entity Recognition

The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021 The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts EMNLP 2021 The ProfNER shared task on automatic recognition of occupation mentions in social media: systems, evaluation, guidelines, embeddings and corpora NAACL 2021 TMR: Evaluating NER Recall on Tough Mentions EACL 2021 T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition EACL 2021 UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches SemEval 2021 ULD-NUIG at Social Media Mining for Health Applications (#SMM4H) Shared Task 2021 NAACL 2021 Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model ACL 2021 UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus NAACL 2021 Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021 Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition EMNLP 2021 UoB at ProfNER 2021: Data Augmentation for Classification Using Machine Translation NAACL 2021 Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems EACL 2021 Using Pause Information for More Accurate Entity Recognition EMNLP 2021 UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models SemEval 2021 Validating Label Consistency in NER Data Annotation EMNLP 2021 View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data NAACL 2021 Weakly Supervised Named Entity Tagging with Learnable Logical Rules ACL 2021 WikiGUM: Exhaustive Entity Linking for Wikification in 12 Genres EMNLP 2021 WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER EMNLP 2021 Word Embeddings, Cosine Similarity and Deep Learning for Identification of Professions & Occupations in Health-related Social Media NAACL 2021 XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment EMNLP 2021 YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective SemEval 2021 Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021 Acknowledgement Entity Recognition in CORD-19 Papers EMNLP 2020