Named Entity Recognition

All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations COLING 2018 A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018 A Named Entity Recognition Shootout for German ACL 2018 A Neural Layered Model for Nested Named Entity Recognition NAACL 2018 A Study of the Importance of External Knowledge in the Named Entity Recognition Task ACL 2018 A Twitter Corpus for Hindi-English Code Mixed POS Tagging ACL 2018 Automatic Extraction of Entities and Relation from Legal Documents ACL 2018 Bacteria and Biotope Entity Recognition Using A Dictionary-Enhanced Neural Network Model ACL 2018 Bag of Experts Architectures for Model Reuse in Conversational Language Understanding NAACL 2018 Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018 Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages EMNLP 2018 Chinese NER Using Lattice LSTM ACL 2018 Code-Switched Named Entity Recognition with Embedding Attention ACL 2018 Collective Entity Disambiguation with Structured Gradient Tree Boosting NAACL 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 Comprehensive Supersense Disambiguation of English Prepositions and Possessives ACL 2018 Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF ACL 2018 CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs ACL 2018 Deep Active Learning for Named Entity Recognition ICLR 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 Code-Switching between Turkish-English Language Pair EMNLP 2018 diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora ACL 2018