Named Entity Recognition

Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms ACL 2017 Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings EACL 2017 Fine-Grained Entity Typing with High-Multiplicity Assignments ACL 2017 Generating flexible proper name references in text: Data, models and evaluation EACL 2017 Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees ACL 2017 Grouping business news stories based on salience of named entities EACL 2017 HeidelPlace: An Extensible Framework for Geoparsing EMNLP 2017 High Recall Open IE for Relation Discovery IJCNLP 2017 Identifying civilians killed by police with distantly supervised entity-event extraction EMNLP 2017 Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017 Identifying Speakers and Listeners of Quoted Speech in Literary Works IJCNLP 2017 Inferring Implicit Event Locations from Context with Distributional Similarities IJCAI 2017 Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks Interspeech 2017 LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network SemEval 2017 Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators EMNLP 2017 Learning how to Active Learn: A Deep Reinforcement Learning Approach EMNLP 2017 Learning the Structure of Variable-Order CRFs: a finite-state perspective EMNLP 2017 Legal NERC with ontologies, Wikipedia and curriculum learning EACL 2017 Leveraging Knowledge Bases in LSTMs for Improving Machine Reading ACL 2017 Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks EMNLP 2017 Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields IJCNLP 2017 Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision EMNLP 2017 MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network IJCNLP 2017 Named Entity Disambiguation for Noisy Text CoNLL 2017 Named Entity Recognition in the Medical Domain with Constrained CRF Models EACL 2017