named entity recognition

Code-Switched Named Entity Recognition with Embedding Attention ACL 2018 Collective Entity Disambiguation with Structured Gradient Tree Boosting NAACL 2018 Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms EMNLP 2018 Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition EMNLP 2018 Comparison of Representations of Named Entities for Document Classification ACL 2018 Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF ACL 2018 Contextual String Embeddings for Sequence Labeling COLING 2018 Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings ACL 2018 CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs ACL 2018 DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data ACL 2018 Dealing with Medication Non-Adherence Expressions in Twitter EMNLP 2018 Deep Active Learning for Named Entity Recognition ICLR 2018 Deep Exhaustive Model for Nested Named Entity Recognition EMNLP 2018 DeepPavlov: Open-Source Library for Dialogue Systems ACL 2018 De-identifying Free Text of Japanese Dummy Electronic Health Records EMNLP 2018 Design Challenges and Misconceptions in Neural Sequence Labeling COLING 2018 Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention EMNLP 2018 Digital Operatives at SemEval-2018 Task 8: Using dependency features for malware NLP SemEval 2018 Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning COLING 2018 DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features SemEval 2018 Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING 2018 Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition MLHC 2018 ELDEN: Improved Entity Linking Using Densified Knowledge Graphs NAACL 2018 Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility ACL 2018 Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts EMNLP 2018