Named Entity Recognition

Deep Learning for Identification of Adverse Effect Mentions In Twitter Data ACL 2019 Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text EMNLP 2019 Dependency-Guided LSTM-CRF for Named Entity Recognition EMNLP 2019 Description-Based Zero-shot Fine-Grained Entity Typing NAACL 2019 Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention ACL 2019 Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings ACL 2019 Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo ACL 2019 Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ACL 2019 DM_NLP at SemEval-2018 Task 12: A Pipeline System for Toponym Resolution SemEval 2019 Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019 Effective Use of Transformer Networks for Entity Tracking EMNLP 2019 Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition ACL 2019 End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories ACL 2019 Entity Projection via Machine Translation for Cross-Lingual NER EMNLP 2019 Entity Recognition at First Sight: Improving NER with Eye Movement Information NAACL 2019 Entity, Relation, and Event Extraction with Contextualized Span Representations EMNLP 2019 Entity resolution for noisy ASR transcripts EMNLP 2019 Experiments with ad hoc ambiguous abbreviation expansion EMNLP 2019 Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research ACL 2019 Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels EMNLP 2019 FewRel 2.0: Towards More Challenging Few-Shot Relation Classification EMNLP 2019 Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection EMNLP 2019 FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP NAACL 2019 Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition EMNLP 2019 GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling ACL 2019