| Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts | Sep 21, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Synapse at CAp 2017 NER challenge: Fasttext CRF | Sep 14, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Empower Sequence Labeling with Task-Aware Neural Language Model | Sep 13, 2017 | GPULanguage Modeling | CodeCode Available | 0 |
| KnowNER: Incremental Multilingual Knowledge in Named Entity Recognition | Sep 11, 2017 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| A Graph-based Text Similarity Measure That Employs Named Entity Information | Sep 1, 2017 | Clusteringnamed-entity-recognition | —Unverified | 0 |
| Role-based model for Named Entity Recognition | Sep 1, 2017 | General Classificationmodel | —Unverified | 0 |
| Hashtag Processing for Enhanced Clustering of Tweets | Sep 1, 2017 | ClusteringEntity Disambiguation | —Unverified | 0 |
| Bootstrapping a Romanian Corpus for Medical Named Entity Recognition | Sep 1, 2017 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Making Travel Smarter: Extracting Travel Information From Email Itineraries Using Named Entity Recognition | Sep 1, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Adapting the TTL Romanian POS Tagger to the Biomedical Domain | Sep 1, 2017 | ChunkingDomain Adaptation | —Unverified | 0 |
| One model per entity: using hundreds of machine learning models to recognize and normalize biomedical names in text | Sep 1, 2017 | BIG-bench Machine LearningDomain Adaptation | —Unverified | 0 |
| Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation | Sep 1, 2017 | Information Retrievalnamed-entity-recognition | —Unverified | 0 |
| Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media | Sep 1, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Context-Sensitive Recognition for Emerging and Rare Entities | Sep 1, 2017 | Information Retrievalnamed-entity-recognition | —Unverified | 0 |
| Character-based Bidirectional LSTM-CRF with words and characters for Japanese Named Entity Recognition | Sep 1, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Semantic Storytelling, Cross-lingual Event Detection and other Semantic Services for a Newsroom Content Curation Dashboard | Sep 1, 2017 | ArticlesClustering | —Unverified | 0 |
| Transfer Learning and Sentence Level Features for Named Entity Recognition on Tweets | Sep 1, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Feature-based Ensemble Approach to Recognition of Emerging and Rare Named Entities | Sep 1, 2017 | Entity Extraction using GANnamed-entity-recognition | —Unverified | 0 |
| Distributed Representation, LDA Topic Modelling and Deep Learning for Emerging Named Entity Recognition from Social Media | Sep 1, 2017 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Cheap Translation for Cross-Lingual Named Entity Recognition | Sep 1, 2017 | Cross-Lingual NERnamed-entity-recognition | —Unverified | 0 |
| Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks | Sep 1, 2017 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision | Sep 1, 2017 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation | Aug 31, 2017 | Domain Adaptationnamed-entity-recognition | CodeCode Available | 0 |
| An Empirical Study of Discriminative Sequence Labeling Models for Vietnamese Text Processing | Aug 30, 2017 | Feature Engineeringnamed-entity-recognition | —Unverified | 0 |
| TANKER: Distributed Architecture for Named Entity Recognition and Disambiguation | Aug 30, 2017 | Machine Translationnamed-entity-recognition | —Unverified | 0 |