| On the Need of Cross Validation for Discourse Relation Classification | Apr 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Neural Temporal Relation Extraction | Apr 1, 2017 | PositionRelation | —Unverified | 0 |
| Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification | Apr 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| A Joint Framework for Argumentative Text Analysis Incorporating Domain Knowledge | Jan 19, 2017 | General ClassificationRelation | —Unverified | 0 |
| Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network | Dec 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| CogALex-V Shared Task: CGSRC - Classifying Semantic Relations using Convolutional Neural Networks | Dec 1, 2016 | Machine TranslationParaphrase Generation | —Unverified | 0 |
| A Unified Architecture for Semantic Role Labeling and Relation Classification | Dec 1, 2016 | ClassificationFeature Engineering | —Unverified | 0 |
| Semantic Relation Classification via Hierarchical Recurrent Neural Network with Attention | Dec 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| CATENA: CAusal and TEmporal relation extraction from NAtural language texts | Dec 1, 2016 | General ClassificationQuestion Answering | CodeCode Available | 0 |
| Attention-Based Convolutional Neural Network for Semantic Relation Extraction | Dec 1, 2016 | Feature EngineeringGeneral Classification | CodeCode Available | 0 |
| On the contribution of word embeddings to temporal relation classification | Dec 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction | Dec 1, 2016 | ClassificationEntity Extraction using GAN | CodeCode Available | 0 |
| Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks | Dec 1, 2016 | Multi-Label LearningRelation | —Unverified | 0 |
| Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion | Nov 13, 2016 | General ClassificationKnowledge Graph Completion | —Unverified | 0 |
| A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification | Nov 1, 2016 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification | Nov 1, 2016 | General ClassificationInformation Retrieval | —Unverified | 0 |
| CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations | Oct 27, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Stochastic Learning of Multi-Instance Dictionary for Earth Mover's Distance based Histogram Comparison | Sep 3, 2016 | Dictionary LearningImage Retrieval | —Unverified | 0 |
| A Bi-LSTM-RNN Model for Relation Classification Using Low-Cost Sequence Features | Aug 27, 2016 | Dependency ParsingGeneral Classification | —Unverified | 0 |
| Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification | Aug 1, 2016 | General ClassificationQuestion Answering | CodeCode Available | 0 |
| Context-aware Argumentative Relation Mining | Aug 1, 2016 | Argument MiningDocument Summarization | —Unverified | 0 |
| Discourse Relation Sense Classification Systems for CoNLL-2016 Shared Task | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Combining Lexical and Spatial Knowledge to Predict Spatial Relations between Objects in Images | Aug 1, 2016 | Object DetectionObject Recognition | —Unverified | 0 |
| Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM | Aug 1, 2016 | Relation Classification | —Unverified | 0 |
| On the Compositionality and Semantic Interpretation of English Noun Compounds | Aug 1, 2016 | Relation ClassificationRepresentation Learning | CodeCode Available | 0 |
