| Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification | Aug 1, 2016 | General ClassificationQuestion Answering | CodeCode Available | 0 |
| Neural Relation Extraction with Selective Attention over Instances | Aug 1, 2016 | POSPOS Tagging | CodeCode Available | 0 |
| Annotating Relation Inference in Context via Question Answering | Aug 1, 2016 | Natural Language InferenceQuestion Answering | —Unverified | 0 |
| Context-aware Argumentative Relation Mining | Aug 1, 2016 | Argument MiningDocument Summarization | —Unverified | 0 |
| A DEMATEL-Based Completion Method for Incomplete Pairwise Comparison Matrix in AHP | Jul 23, 2016 | Decision MakingMissing Values | —Unverified | 0 |
| Open Information Extraction | Jul 10, 2016 | Open Information ExtractionPOS | —Unverified | 0 |
| Understanding the Abstract Dialectical Framework (Preliminary Report) | Jul 4, 2016 | Relation | —Unverified | 0 |
| Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource | Jul 1, 2016 | Dialect IdentificationRelation | CodeCode Available | 0 |
| Learning Relational Dependency Networks for Relation Extraction | Jul 1, 2016 | Knowledge Base ConstructionRelation | —Unverified | 0 |
| Relation extraction from clinical texts using domain invariant convolutional neural network | Jun 30, 2016 | ArticlesFeature Engineering | —Unverified | 0 |
| Algebraic foundations for qualitative calculi and networks | Jun 29, 2016 | Relation | —Unverified | 0 |
| Lifted Rule Injection for Relation Embeddings | Jun 27, 2016 | Knowledge Base ConstructionRelation | —Unverified | 0 |
| Supervised learning based on temporal coding in spiking neural networks | Jun 27, 2016 | Relation | CodeCode Available | 0 |
| Focused Meeting Summarization via Unsupervised Relation Extraction | Jun 24, 2016 | Extractive SummarizationMeeting Summarization | —Unverified | 0 |
| Shallow Discourse Parsing Using Distributed Argument Representations and Bayesian Optimization | Jun 14, 2016 | Bayesian OptimizationDiscourse Parsing | —Unverified | 0 |
| Bootstrapping Distantly Supervised IE using Joint Learning and Small Well-structured Corpora | Jun 10, 2016 | RelationRelation Extraction | —Unverified | 0 |
| Neural Network Models for Implicit Discourse Relation Classification in English and Chinese without Surface Features | Jun 7, 2016 | Discourse ParsingGeneral Classification | —Unverified | 0 |
| ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering | Jun 1, 2016 | Clusteringgraph construction | —Unverified | 0 |
| Using Graphs of Classifiers to Impose Constraints on Semi-supervised Relation Extraction | Jun 1, 2016 | RelationRelation Extraction | —Unverified | 0 |
| Regularizing Relation Representations by First-order Implications | Jun 1, 2016 | Common Sense ReasoningNatural Language Inference | —Unverified | 0 |
| CaTeRS: Causal and Temporal Relation Scheme for Semantic Annotation of Event Structures | Jun 1, 2016 | Question AnsweringRelation | —Unverified | 0 |
| Incorporating Selectional Preferences in Multi-hop Relation Extraction | Jun 1, 2016 | Knowledge Base CompletionQuestion Answering | —Unverified | 0 |
| Call for Discussion: Building a New Standard Dataset for Relation Extraction Tasks | Jun 1, 2016 | RelationRelation Extraction | —Unverified | 0 |
| LIMSI-COT at SemEval-2016 Task 12: Temporal relation identification using a pipeline of classifiers | Jun 1, 2016 | Entity Extraction using GANRelation | —Unverified | 0 |
| Amrita\_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension | Jun 1, 2016 | Information RetrievalMachine Translation | —Unverified | 0 |
