| 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 |
