| Natural Language Semantics With Pictures: Some Language & Vision Datasets and Potential Uses for Computational Semantics | Apr 15, 2019 | Relation | —Unverified | 0 |
| OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference | Apr 12, 2019 | Open Information ExtractionRelation | CodeCode Available | 0 |
| A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes | Apr 11, 2019 | RelationRelational Reasoning | —Unverified | 0 |
| Simple BERT Models for Relation Extraction and Semantic Role Labeling | Apr 10, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Learning to Learn Relation for Important People Detection in Still Images | Apr 7, 2019 | RelationRelation Network | CodeCode Available | 0 |
| Relation-Aware Global Attention for Person Re-identification | Apr 5, 2019 | ClusteringImage Classification | CodeCode Available | 0 |
| A General Framework for Information Extraction using Dynamic Span Graphs | Apr 5, 2019 | Joint Entity and Relation ExtractionNamed Entity Recognition (NER) | CodeCode Available | 1 |
| Simple Question Answering with Subgraph Ranking and Joint-Scoring | Apr 4, 2019 | Fact SelectionQuestion Answering | —Unverified | 0 |
| Composition of Sentence Embeddings:Lessons from Statistical Relational Learning | Apr 4, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Document-Level N-ary Relation Extraction with Multiscale Representation Learning | Apr 4, 2019 | Reading ComprehensionRelation | —Unverified | 0 |
| UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering | Apr 2, 2019 | Question AnsweringRelation | —Unverified | 0 |
| Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions | Mar 30, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters | Mar 29, 2019 | RelationRelation Classification | —Unverified | 0 |
| Structured Minimally Supervised Learning for Neural Relation Extraction | Mar 29, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Relation-Aware Graph Attention Network for Visual Question Answering | Mar 29, 2019 | Graph AttentionImplicit Relations | CodeCode Available | 0 |
| A General FOFE-net Framework for Simple and Effective Question Answering over Knowledge Bases | Mar 29, 2019 | Question AnsweringRelation | —Unverified | 0 |
| An Improved Approach for Semantic Graph Composition with CCG | Mar 28, 2019 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Understanding the Relation Between Maximum-Entropy Inverse Reinforcement Learning and Behaviour Cloning | Mar 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Towards more effective consumer steering via network analysis | Mar 27, 2019 | Relation | —Unverified | 0 |
| Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction | Mar 25, 2019 | Link PredictionRelation | CodeCode Available | 0 |
| Relation extraction between the clinical entities based on the shortest dependency path based LSTM | Mar 24, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Heuristics for Image Generation from Scene Graphs | Mar 20, 2019 | Image GenerationImage Generation from Scene Graphs | —Unverified | 0 |
| The Impact of Sex Education on Sexual Activity, Pregnancy, and Abortion | Mar 20, 2019 | Relation | —Unverified | 0 |
| What relations are reliably embeddable in Euclidean space? | Mar 13, 2019 | Knowledge GraphsRelation | —Unverified | 0 |
| The Skipping Behavior of Users of Music Streaming Services and its Relation to Musical Structure | Mar 12, 2019 | Relation | —Unverified | 0 |
| A seismic scaling relation for stellar age | Mar 11, 2019 | Relation | —Unverified | 0 |
| Attribute Acquisition in Ontology based on Representation Learning of Hierarchical Classes and Attributes | Mar 8, 2019 | AttributeRelation | —Unverified | 0 |
| Towards Time-Aware Distant Supervision for Relation Extraction | Mar 8, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Sentence Embedding Alignment for Lifelong Relation Extraction | Mar 6, 2019 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks | Mar 4, 2019 | Knowledge Graph EmbeddingsRelation | —Unverified | 0 |
| Relation Extraction Datasets in the Digital Humanities Domain and their Evaluation with Word Embeddings | Mar 4, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Deep Learning for Multiple-Image Super-Resolution | Mar 1, 2019 | Deep LearningImage Super-Resolution | CodeCode Available | 0 |
| Technical report of "Empirical Study on Human Evaluation of Complex Argumentation Frameworks" | Feb 27, 2019 | Abstract ArgumentationRelation | —Unverified | 0 |
| RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space | Feb 26, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Relation Extraction using Explicit Context Conditioning | Feb 25, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Learning Dual Retrieval Module for Semi-supervised Relation Extraction | Feb 20, 2019 | MULTI-VIEW LEARNINGRelation | CodeCode Available | 0 |
| A Walk-based Model on Entity Graphs for Relation Extraction | Feb 19, 2019 | PositionRelation | CodeCode Available | 0 |
| Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences | Feb 17, 2019 | Graph LearningKnowledge Graph Completion | CodeCode Available | 0 |
| A Single Attention-Based Combination of CNN and RNN for Relation Classification | Feb 6, 2019 | General ClassificationRelation | —Unverified | 0 |
| Fine-Grained Temporal Relation Extraction | Feb 4, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Graph Neural Networks with Generated Parameters for Relation Extraction | Feb 2, 2019 | RelationRelational Reasoning | CodeCode Available | 0 |
| CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information | Feb 1, 2019 | ClusteringFeature Engineering | CodeCode Available | 0 |
| Revised JNLPBA Corpus: A Revised Version of Biomedical NER Corpus for Relation Extraction Task | Jan 29, 2019 | Event Extractionnamed-entity-recognition | —Unverified | 0 |
| Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing | Jan 23, 2019 | Entity TypingGeneral Classification | CodeCode Available | 0 |
| Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent | Jan 18, 2019 | RelationVariational Inference | —Unverified | 0 |
| Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction | Jan 18, 2019 | DecoderRelation | —Unverified | 0 |
| Instantaneous Arbitrage and the CAPM | Jan 16, 2019 | Relation | —Unverified | 0 |
| Using Scene Graph Context to Improve Image Generation | Jan 11, 2019 | Image GenerationImage Generation from Scene Graphs | —Unverified | 0 |
| Multi-Granularity Reasoning for Social Relation Recognition from Images | Jan 10, 2019 | RelationVisual Social Relationship Recognition | —Unverified | 0 |
| Deconstructing Word Embeddings | Jan 8, 2019 | RelationWord Embeddings | —Unverified | 0 |