| Modeling Relation Paths for Representation Learning of Knowledge Bases | Jun 1, 2015 | Knowledge Base CompletionRelation | CodeCode Available | 0 |
| Energy dissipation in an adaptive molecular circuit | May 28, 2015 | RelationSensitivity | —Unverified | 0 |
| Exposing ambiguities in a relation-extraction gold standard with crowdsourcing | May 23, 2015 | RelationRelation Extraction | CodeCode Available | 0 |
| On the relation between accuracy and fairness in binary classification | May 21, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Knowlege Graph Embedding by Flexible Translation | May 20, 2015 | General ClassificationGraph Embedding | —Unverified | 0 |
| Probabilistic Belief Embedding for Knowledge Base Completion | May 10, 2015 | Knowledge Base CompletionRelation | —Unverified | 0 |
| Improved Relation Extraction with Feature-Rich Compositional Embedding Models | May 10, 2015 | RelationRelation Classification | CodeCode Available | 0 |
| Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction | May 1, 2015 | Machine TranslationNER | CodeCode Available | 0 |
| Chain Based RNN for Relation Classification | May 1, 2015 | ClassificationDependency Parsing | —Unverified | 0 |
| Optimizing Multivariate Performance Measures for Learning Relation Extraction Models | May 1, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Injecting Logical Background Knowledge into Embeddings for Relation Extraction | May 1, 2015 | RelationRelation Extraction | CodeCode Available | 0 |
| Preferential Multi-Context Systems | Apr 25, 2015 | Relation | —Unverified | 0 |
| Classifying Relations by Ranking with Convolutional Neural Networks | Apr 24, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Compositional Vector Space Models for Knowledge Base Completion | Apr 24, 2015 | Knowledge Base CompletionRelation | —Unverified | 0 |
| x.ent: R Package for Entities and Relations Extraction based on Unsupervised Learning and Document Structure | Apr 23, 2015 | EpidemiologyRelation | —Unverified | 0 |
| On the relation between Gaussian process quadratures and sigma-point methods | Apr 22, 2015 | Numerical Integrationregression | —Unverified | 0 |
| Online Inference for Relation Extraction with a Reduced Feature Set | Apr 18, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Towards a relation extraction framework for cyber-security concepts | Apr 16, 2015 | Active LearningInformation Retrieval | CodeCode Available | 0 |
| Jointly Embedding Relations and Mentions for Knowledge Population | Apr 7, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Bayesian Cross Validation and WAIC for Predictive Prior Design in Regular Asymptotic Theory | Mar 27, 2015 | Relation | —Unverified | 0 |
| Multilingual Open Relation Extraction Using Cross-lingual Projection | Mar 22, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Deep Feelings: A Massive Cross-Lingual Study on the Relation between Emotions and Virality | Mar 16, 2015 | ArticlesRelation | CodeCode Available | 0 |
| Probabilistic Label Relation Graphs with Ising Models | Mar 4, 2015 | General ClassificationRelation | —Unverified | 0 |
| Task-Oriented Learning of Word Embeddings for Semantic Relation Classification | Feb 28, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| When Are Tree Structures Necessary for Deep Learning of Representations? | Feb 28, 2015 | Deep LearningDiscourse Parsing | —Unverified | 0 |
