| Enhancing Sentence Relation Modeling with Auxiliary Character-level Embedding | Mar 30, 2016 | RelationSentence | —Unverified | 0 |
| Comparing Convolutional Neural Networks to Traditional Models for Slot Filling | Mar 16, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Neural Discourse Relation Recognition with Semantic Memory | Mar 12, 2016 | General KnowledgeRelation | —Unverified | 0 |
| Variational Neural Discourse Relation Recognizer | Mar 12, 2016 | Relation | CodeCode Available | 0 |
| Implicit Discourse Relation Classification via Multi-Task Neural Networks | Mar 9, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| A Latent Variable Recurrent Neural Network for Discourse Relation Language Models | Mar 7, 2016 | ClassificationDialog Act Classification | CodeCode Available | 0 |
| Question Answering on Freebase via Relation Extraction and Textual Evidence | Mar 3, 2016 | Question AnsweringRelation | CodeCode Available | 0 |
| Numerical Atrribute Extraction from Clinical Texts | Jan 31, 2016 | Attributenamed-entity-recognition | —Unverified | 0 |
| Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation | Jan 14, 2016 | ClassificationData Augmentation | —Unverified | 0 |
| End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures | Jan 5, 2016 | RelationRelation Classification | CodeCode Available | 0 |
| A Language-independent Model for Introducing a New Semantic Relation Between Adjectives and Nouns in a WordNet | Jan 1, 2016 | AttributeRelation | —Unverified | 0 |
| Towards a methodology for filtering out gaps and mismatches across wordnets: the case of plWordNet and Princeton WordNet | Jan 1, 2016 | Relation | —Unverified | 0 |
| WME: Sense, Polarity and Affinity based Concept Resource for Medical Events | Jan 1, 2016 | POSRelation | —Unverified | 0 |
| Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations | Jan 1, 2016 | ClusteringInformation Retrieval | CodeCode Available | 0 |
| On the Relation between two Rotation Metrics | Dec 14, 2015 | global-optimizationLEMMA | —Unverified | 0 |
| Using Entity Information from a Knowledge Base to Improve Relation Extraction | Dec 1, 2015 | Named Entity Recognition (NER)Relation | —Unverified | 0 |
| Conditional High-Order Boltzmann Machine: A Supervised Learning Model for Relation Learning | Dec 1, 2015 | Face VerificationGeneral Classification | —Unverified | 0 |
| Bootstrapping Ternary Relation Extractors | Nov 29, 2015 | Binary Relation ExtractionRelation | —Unverified | 0 |
| Knowledge Base Population using Semantic Label Propagation | Nov 19, 2015 | Knowledge Base PopulationRelation | —Unverified | 0 |
| Multilingual Relation Extraction using Compositional Universal Schema | Nov 19, 2015 | Knowledge Base ConstructionRelation | CodeCode Available | 0 |
| Combining Neural Networks and Log-linear Models to Improve Relation Extraction | Nov 18, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Prevalence and recoverability of syntactic parameters in sparse distributed memories | Oct 21, 2015 | Relation | —Unverified | 0 |
| Modularity Component Analysis versus Principal Component Analysis | Oct 19, 2015 | Relation | —Unverified | 0 |
| Normalization of Relative and Incomplete Temporal Expressions in Clinical Narratives | Oct 16, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| On the Definiteness of Earth Mover's Distance and Its Relation to Set Intersection | Oct 9, 2015 | Relation | —Unverified | 0 |
| 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 |