| 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 |
