Named Entity Recognition

Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition ACL 2019 Learning Task-Specific Representation for Novel Words in Sequence Labeling IJCAI 2019 Learning to Link Grammar and Encyclopedic Information of Assist ESL Learners ACL 2019 Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network EMNLP 2019 Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP 2019 Low-Resource Name Tagging Learned with Weakly Labeled Data EMNLP 2019 Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations EMNLP 2019 Massively Multilingual Transfer for NER ACL 2019 MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP 2019 MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation ACL 2019 Merge and Label: A Novel Neural Network Architecture for Nested NER ACL 2019 MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter ACL 2019 Modeling Noisy Hierarchical Types in Fine-Grained Entity Typing: A Content-Based Weighting Approach IJCAI 2019 MoNERo: a Biomedical Gold Standard Corpus for the Romanian Language ACL 2019 Multi-grained Named Entity Recognition ACL 2019 Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF ACL 2019 Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing EMNLP 2019 Named Entity Recognition with Partially Annotated Training Data CoNLL 2019 ner and pos when nothing is capitalized EMNLP 2019 Neural Architectures for Nested NER through Linearization ACL 2019 Neural Named Entity Recognition from Subword Units Interspeech 2019 Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings ACL 2019 Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text EMNLP 2019 NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection EMNLP 2019 NNE: A Dataset for Nested Named Entity Recognition in English Newswire ACL 2019