| RAID: A Relation-Augmented Image Descriptor | Oct 5, 2015 | Relation | —Unverified | 0 |
| Fast and Large-scale Unsupervised Relation Extraction | Oct 1, 2015 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Discourse Relation Recognition by Comparing Various Units of Sentence Expression with Recursive Neural Network | Oct 1, 2015 | RelationSentence | —Unverified | 0 |
| Bidirectional Long Short-Term Memory Networks for Relation Classification | Oct 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier Samples | Oct 1, 2015 | Image Super-ResolutionRelation | —Unverified | 0 |
| Boolean Hedonic Games | Sep 23, 2015 | Relation | —Unverified | 0 |
| TransG : A Generative Mixture Model for Knowledge Graph Embedding | Sep 18, 2015 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Macau: Scalable Bayesian Multi-relational Factorization with Side Information using MCMC | Sep 15, 2015 | Activity PredictionRelation | —Unverified | 0 |
| Learning Social Relation Traits from Face Images | Sep 14, 2015 | AttributeRelation | —Unverified | 0 |
| Improving distant supervision using inference learning | Sep 12, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning | Sep 5, 2015 | ClusteringRelation | CodeCode Available | 0 |
| Temporal Relation Classification using a Model of Tense and Aspect | Sep 1, 2015 | General ClassificationRelation | —Unverified | 0 |
| A VSM-based Statistical Model for the Semantic Relation Interpretation of Noun-Modifier Pairs | Sep 1, 2015 | Question AnsweringRelation | —Unverified | 0 |
| Semi-Supervised Never-Ending Learning in Rhetorical Relation Identification | Sep 1, 2015 | Relation | —Unverified | 0 |
| Open Relation Extraction for Polish: Preliminary Experiments | Sep 1, 2015 | Dependency ParsingOpen Information Extraction | —Unverified | 0 |
| Comparing Word Representations for Implicit Discourse Relation Classification | Sep 1, 2015 | ClassificationFeature Engineering | —Unverified | 0 |
| CORE: Context-Aware Open Relation Extraction with Factorization Machines | Sep 1, 2015 | Open Information ExtractionRelation | —Unverified | 0 |
| Inferring Binary Relation Schemas for Open Information Extraction | Sep 1, 2015 | Open-Domain Question AnsweringOpen Information Extraction | —Unverified | 0 |
| Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition | Sep 1, 2015 | Feature EngineeringMachine Translation | —Unverified | 0 |
| Sieve-Based Spatial Relation Extraction with Expanding Parse Trees | Sep 1, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks | Sep 1, 2015 | Feature EngineeringRelation | CodeCode Available | 0 |
| The Relation Between Acausality and Interference in Quantum-Like Bayesian Networks | Aug 26, 2015 | Relation | —Unverified | 0 |
| New Scaling Relation for Information Transfer in Biological Networks | Aug 17, 2015 | Open-Ended Question AnsweringRelation | —Unverified | 0 |
| Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path | Aug 15, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Type-Constrained Representation Learning in Knowledge Graphs | Aug 11, 2015 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
