| Olive Oil is Made Olives, Baby Oil is Made Babies: Interpreting Noun Compounds Using Paraphrases in a Neural Model | Jun 1, 2018 | MemorizationRelation | —Unverified | 0 |
| Specialising Word Vectors for Lexical Entailment | Jun 1, 2018 | Dialogue State TrackingLexical Entailment | CodeCode Available | 0 |
| Accurate Text-Enhanced Knowledge Graph Representation Learning | Jun 1, 2018 | General ClassificationGraph Representation Learning | —Unverified | 0 |
| Visually Guided Spatial Relation Extraction from Text | Jun 1, 2018 | Activity RecognitionImage Captioning | —Unverified | 0 |
| Multi-Label Transfer Learning for Multi-Relational Semantic Similarity | May 31, 2018 | Multi-Task Learningregression | —Unverified | 0 |
| Syntactic Dependency Representations in Neural Relation Classification | May 28, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training | May 28, 2018 | DenoisingRelation | —Unverified | 0 |
| Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings | May 27, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Refining Source Representations with Relation Networks for Neural Machine Translation | May 25, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder | May 24, 2018 | Dimensionality ReductionKnowledge Base Completion | CodeCode Available | 0 |
| R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering | May 24, 2018 | Question AnsweringRelation | CodeCode Available | 1 |
| DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction | May 24, 2018 | RelationRelation Classification | —Unverified | 0 |
| Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning | May 24, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Model Selection in Time Series Analysis: Using Information Criteria as an Alternative to Hypothesis Testing | May 23, 2018 | Model SelectionRelation | —Unverified | 0 |
| Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity | May 21, 2018 | Natural Language InferenceRelation | —Unverified | 0 |
| Classifying medical relations in clinical text via convolutional neural networks | May 17, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Resource allocation under uncertainty: an algebraic and qualitative treatment | May 17, 2018 | Relation | —Unverified | 0 |
| Composite Semantic Relation Classification | May 16, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations | May 12, 2018 | Question AnsweringRelation | —Unverified | 0 |
| Causal programming: inference with structural causal models as finding instances of a relation | May 4, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Revisiting Distant Supervision for Relation Extraction | May 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Extended HowNet 2.0 -- An Entity-Relation Common-Sense Representation Model | May 1, 2018 | Common Sense ReasoningInformation Retrieval | —Unverified | 0 |
| Attention for Implicit Discourse Relation Recognition | May 1, 2018 | Coreference ResolutionFeature Engineering | —Unverified | 0 |
| A Dataset for Inter-Sentence Relation Extraction using Distant Supervision | May 1, 2018 | Information RetrievalRelation | —Unverified | 0 |
| Chinese Relation Classification using Long Short Term Memory Networks | May 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Joint Bootstrapping Machines for High Confidence Relation Extraction | May 1, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Ensemble Neural Relation Extraction with Adaptive Boosting | Apr 28, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Integrating Local Context and Global Cohesiveness for Open Information Extraction | Apr 26, 2018 | Open Information ExtractionRelation | CodeCode Available | 0 |
| Cross-media Multi-level Alignment with Relation Attention Network | Apr 25, 2018 | RelationRetrieval | CodeCode Available | 0 |
| Unsupervised Disentangled Representation Learning with Analogical Relations | Apr 25, 2018 | DisentanglementRelation | CodeCode Available | 0 |
| SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers | Apr 24, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| On the Diachronic Stability of Irregularity in Inflectional Morphology | Apr 23, 2018 | Relation | —Unverified | 0 |
| Reduce, Reuse, Recycle: New uses for old QA resources | Apr 22, 2018 | RelationRelation Extraction | —Unverified | 0 |
| ConnNet: A Long-Range Relation-Aware Pixel-Connectivity Network for Salient Segmentation | Apr 20, 2018 | RelationSegmentation | —Unverified | 0 |
| Joint entity recognition and relation extraction as a multi-head selection problem | Apr 20, 2018 | POSRelation | CodeCode Available | 1 |
| Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention | Apr 19, 2018 | RelationRelation Extraction | CodeCode Available | 1 |
| LightRel SemEval-2018 Task 7: Lightweight and Fast Relation Classification | Apr 19, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Sentences with Gapping: Parsing and Reconstructing Elided Predicates | Apr 18, 2018 | Natural Language UnderstandingRelation | CodeCode Available | 0 |
| Exploiting Partially Annotated Data for Temporal Relation Extraction | Apr 18, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource | Apr 17, 2018 | ArticlesRelation | —Unverified | 0 |
| Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph | Apr 16, 2018 | General ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification | Apr 15, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web | Apr 12, 2018 | RelationRelation Extraction | —Unverified | 0 |
| QA4IE: A Question Answering based Framework for Information Extraction | Apr 10, 2018 | Question AnsweringRelation | CodeCode Available | 0 |
| A Study of Student Learning Skills Using Fuzzy Relation Equations | Apr 2, 2018 | Relation | —Unverified | 0 |
| Simple Large-scale Relation Extraction from Unstructured Text | Mar 24, 2018 | Question AnsweringRelation | —Unverified | 0 |
| Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds using Paraphrases in a Neural Model | Mar 21, 2018 | MemorizationRelation | CodeCode Available | 0 |
| Variational Knowledge Graph Reasoning | Mar 17, 2018 | Knowledge GraphsLink Prediction | —Unverified | 0 |
| A Study of Recent Contributions on Information Extraction | Mar 15, 2018 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text | Mar 15, 2018 | General ClassificationRelation | —Unverified | 0 |
