Named Entity Recognition

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages CoNLL 2019 PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track EMNLP 2019 Pooled Contextualized Embeddings for Named Entity Recognition NAACL 2019 Probing Biomedical Embeddings from Language Models NAACL 2019 Quantifying Uncertainties in Natural Language Processing Tasks AAAI 2019 RACAI’s System at PharmaCoNER 2019 EMNLP 2019 Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019 Reinforcement-based denoising of distantly supervised NER with partial annotation EMNLP 2019 Reliability-aware Dynamic Feature Composition for Name Tagging ACL 2019 Robustness to Capitalization Errors in Named Entity Recognition EMNLP 2019 Robust to Noise Models in Natural Language Processing Tasks ACL 2019 Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title ACL 2019 ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing ACL 2019 SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling NAACL 2019 Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation ACL 2019 Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks ACL 2019 Similarity Based Auxiliary Classifier for Named Entity Recognition EMNLP 2019 The Impact of Word Representations on Sequential Neural MWE Identification ACL 2019 The Language of Legal and Illegal Activity on the Darknet ACL 2019 The MuCoW Test Suite at WMT 2019: Automatically Harvested Multilingual Contrastive Word Sense Disambiguation Test Sets for Machine Translation ACL 2019 The Second Cross-Lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages ACL 2019 THU_NGN at SemEval-2019 Task 12: Toponym Detection and Disambiguation on Scientific Papers SemEval 2019 TLR at BSNLP2019: A Multilingual Named Entity Recognition System ACL 2019 Towards Improving Neural Named Entity Recognition with Gazetteers ACL 2019 Towards Machine Reading for Interventions from Humanitarian-Assistance Program Literature EMNLP 2019