| A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification | Aug 1, 2018 | General ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Fixed Similes: Measuring aspects of the relation between MWE idiomatic semantics and syntactic flexibility | Aug 1, 2018 | Relation | —Unverified | 0 |
| An Evaluation of Information Extraction Tools for Identifying Health Claims in News Headlines | Aug 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Crowdsourcing StoryLines: Harnessing the Crowd for Causal Relation Annotation | Aug 1, 2018 | ArticlesRelation | CodeCode Available | 0 |
| Convolutional Gated Recurrent Units for Medical Relation Classification | Jul 29, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Actor-Centric Relation Network | Jul 28, 2018 | Action ClassificationAction Detection | —Unverified | 0 |
| Person Re-identification with Deep Similarity-Guided Graph Neural Network | Jul 26, 2018 | Graph Neural NetworkPerson Re-Identification | —Unverified | 0 |
| A Linear Constrained Optimization Benchmark For Probabilistic Search Algorithms: The Rotated Klee-Minty Problem | Jul 26, 2018 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 0 |
| On Strengthening the Logic of Iterated Belief Revision: Proper Ordinal Interval Operators | Jul 26, 2018 | Relation | —Unverified | 0 |
| Concurrent Learning of Semantic Relations | Jul 26, 2018 | Multi-Task LearningRelation | CodeCode Available | 0 |
| Object Relation Detection Based on One-shot Learning | Jul 16, 2018 | ObjectOne-Shot Learning | —Unverified | 0 |
| Deep Enhanced Representation for Implicit Discourse Relation Recognition | Jul 13, 2018 | Discourse ParsingRelation | CodeCode Available | 0 |
| On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length | Jul 13, 2018 | Relation | CodeCode Available | 0 |
| Making Efficient Use of a Domain Expert's Time in Relation Extraction | Jul 12, 2018 | Active LearningRelation | —Unverified | 0 |
| Improving on Q & A Recurrent Neural Networks Using Noun-Tagging | Jul 12, 2018 | PredictionRelation | —Unverified | 0 |
| COSMO: Contextualized Scene Modeling with Boltzmann Machines | Jul 2, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| Coherence Modeling Improves Implicit Discourse Relation Recognition | Jul 1, 2018 | Implicit Discourse Relation ClassificationRelation | —Unverified | 0 |
| A Sound and Complete Left-Corner Parsing for Minimalist Grammars | Jul 1, 2018 | Relation | CodeCode Available | 0 |
| Automatic Extraction of Entities and Relation from Legal Documents | Jul 1, 2018 | Named Entity Recognition (NER)Relation | —Unverified | 0 |
| Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing | Jul 1, 2018 | Dependency ParsingDiversity | —Unverified | 0 |
| Unsupervised Learning of Distributional Relation Vectors | Jul 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction | Jul 1, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision | Jul 1, 2018 | Entity TypingKnowledge Base Completion | CodeCode Available | 0 |
| Discovering Implicit Knowledge with Unary Relations | Jul 1, 2018 | Deep LearningKnowledge Base Population | CodeCode Available | 0 |
| SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling | Jul 1, 2018 | Knowledge Base PopulationReading Comprehension | —Unverified | 0 |
| A hybrid deep learning approach for medical relation extraction | Jun 26, 2018 | Deep LearningMedical Relation Extraction | CodeCode Available | 0 |
| Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems | Jun 20, 2018 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Semantic Relation Classification: Task Formalisation and Refinement | Jun 20, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities | Jun 15, 2018 | Relation | —Unverified | 0 |
| Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs | Jun 12, 2018 | Knowledge Base CompletionKnowledge Graphs | —Unverified | 0 |
| On the Covariance-Hessian Relation in Evolution Strategies | Jun 10, 2018 | Relation | CodeCode Available | 0 |
| EREL Selection using Morphological Relation | Jun 10, 2018 | Relation | —Unverified | 0 |
| Killing four birds with one Gaussian process: the relation between different test-time attacks | Jun 6, 2018 | General ClassificationRelation | —Unverified | 0 |
| Anaphora Resolution for Improving Spatial Relation Extraction from Text | Jun 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Integrating Predictions from Neural-Network Relation Classifiers into Coreference and Bridging Resolution | Jun 1, 2018 | Coreference ResolutionRelation | —Unverified | 0 |
| Talla at SemEval-2018 Task 7: Hybrid Loss Optimization for Relation Classification using Convolutional Neural Networks | Jun 1, 2018 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network | Jun 1, 2018 | ArticlesCommon Sense Reasoning | —Unverified | 0 |
| UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network | Jun 1, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| The UWNLP system at SemEval-2018 Task 7: Neural Relation Extraction Model with Selectively Incorporated Concept Embeddings | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Exploiting Partially Annotated Data in Temporal Relation Extraction | Jun 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
| TakeLab at SemEval-2018 Task 7: Combining Sparse and Dense Features for Relation Classification in Scientific Texts | Jun 1, 2018 | General ClassificationRelation | —Unverified | 0 |
| UniMa at SemEval-2018 Task 7: Semantic Relation Extraction and Classification from Scientific Publications | Jun 1, 2018 | General ClassificationRelation | —Unverified | 0 |
| The Dabblers at SemEval-2018 Task 2: Multilingual Emoji Prediction | Jun 1, 2018 | BIG-bench Machine LearningRelation | —Unverified | 0 |
| IRCMS at SemEval-2018 Task 7 : Evaluating a basic CNN Method and Traditional Pipeline Method for Relation Classification | Jun 1, 2018 | General ClassificationNamed Entity Recognition (NER) | —Unverified | 0 |
| NTNU at SemEval-2018 Task 7: Classifier Ensembling for Semantic Relation Identification and Classification in Scientific Papers | Jun 1, 2018 | Classificationfeature selection | —Unverified | 0 |
| SciREL at SemEval-2018 Task 7: A System for Semantic Relation Extraction and Classification | Jun 1, 2018 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association | Jun 1, 2018 | AttributeRelation | —Unverified | 0 |
| LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification | Jun 1, 2018 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Inducing Temporal Relations from Time Anchor Annotation | Jun 1, 2018 | ArticlesInformativeness | CodeCode Available | 0 |