CBench: Towards Better Evaluation of Question Answering Over Knowledge Graphs Apr 5, 2021 Benchmarking Knowledge Graphs
Code Code Available Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Apr 4, 2021 Conversational Question Answering Graph Attention
Code Code Available Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers Mar 30, 2021 Dialogue Generation Goal-Oriented Dialogue Systems
Code Code Available Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining Mar 29, 2021 Entity Alignment Knowledge Graphs
Code Code Available UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Mar 24, 2021 Common Sense Reasoning HellaSwag
Code Code Available Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records Mar 22, 2021 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs Mar 18, 2021 Benchmarking Knowledge Graphs
Code Code Available OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs Mar 17, 2021 BIG-bench Machine Learning Graph Learning
Code Code Available Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts Mar 15, 2021 Entity Typing Knowledge Graphs
Code Code Available Inductive Relation Prediction by BERT Mar 12, 2021 Few-Shot Learning Inductive Learning
Code Code Available Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs Mar 5, 2021 Inductive Link Prediction Knowledge Graphs
Code Code Available RAGA: Relation-aware Graph Attention Networks for Global Entity Alignment Mar 1, 2021 Entity Alignment Graph Attention
Code Code Available Logic Embeddings for Complex Query Answering Feb 28, 2021 Complex Query Answering Knowledge Graphs
Code Code Available A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective Feb 19, 2021 BIG-bench Machine Learning Drug Discovery
Code Code Available [Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings Jan 31, 2021 Answer Selection Graph Embedding
Code Code Available Towards Entity Alignment in the Open World: An Unsupervised Approach Jan 26, 2021 Entity Alignment Knowledge Graphs
Code Code Available Continual Learning of Knowledge Graph Embeddings Jan 14, 2021 Continual Learning Graph Embedding
Code Code Available Temporal Knowledge Graph Forecasting with Neural ODE Jan 13, 2021 Future prediction Knowledge Graphs
Code Code Available Hyperbolic Deep Neural Networks: A Survey Jan 12, 2021 Knowledge Graphs Representation Learning
Code Code Available Application of Knowledge Graphs to Provide Side Information for Improved Recommendation Accuracy Jan 7, 2021 Clustering Collaborative Filtering
Code Code Available How to Train Your Agent to Read and Write Jan 4, 2021 KG-to-Text Generation Knowledge Graphs
Code Code Available KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation Jan 2, 2021 Knowledge Graphs Language Modeling
Code Code Available GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks Jan 1, 2021 Continual Learning Knowledge Graphs
Code Code Available xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links Dec 31, 2020 Graph Representation Learning Knowledge Graphs
Code Code Available Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs Dec 23, 2020 Anomaly Detection Articles
Code Code Available CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available A Generalization of Transformer Networks to Graphs Dec 17, 2020 Graph Regression Inductive Bias
Code Code Available Communicative Message Passing for Inductive Relation Reasoning Dec 16, 2020 Inductive Bias Inductive Relation Prediction
Code Code Available Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks Dec 15, 2020 Knowledge Graph Completion Knowledge Graphs
Code Code Available Keyword-Guided Neural Conversational Model Dec 15, 2020 Knowledge Graphs model
Code Code Available Relation-Aware Neighborhood Matching Model for Entity Alignment Dec 15, 2020 Entity Alignment Knowledge Graphs
Code Code Available Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings Dec 14, 2020 Diversity Knowledge Graphs
Code Code Available Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs Dec 10, 2020 Clustering Knowledge Graphs
Code Code Available Fusing Context Into Knowledge Graph for Commonsense Question Answering Dec 9, 2020 Common Sense Reasoning Knowledge Graphs
Code Code Available Open Knowledge Graphs Canonicalization using Variational Autoencoders Dec 8, 2020 Clustering Knowledge Graphs
Code Code Available Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models Dec 1, 2020 Knowledge Graph Completion Knowledge Graphs
Code Code Available GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation Dec 1, 2020 Knowledge Graphs Text Generation
Code Code Available Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks Nov 17, 2020 Attribute Entity Alignment
Code Code Available Complex Query Answering with Neural Link Predictors Nov 6, 2020 Complex Query Answering Knowledge Graphs
Code Code Available CODER: Knowledge infused cross-lingual medical term embedding for term normalization Nov 5, 2020 Contrastive Learning Knowledge Graphs
Code Code Available A Critical Assessment of State-of-the-Art in Entity Alignment Oct 30, 2020 Benchmarking Entity Alignment
Code Code Available CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation Oct 29, 2020 Explainable Recommendation Knowledge Graphs
Code Code Available Generating Knowledge Graphs by Employing Natural Language Processing and Machine Learning Techniques within the Scholarly Domain Oct 28, 2020 BIG-bench Machine Learning Knowledge Graphs
Code Code Available Pre-training Text-to-Text Transformers for Concept-centric Common Sense Oct 24, 2020 Common Sense Reasoning Knowledge Graphs
Code Code Available Learning Contextualized Knowledge Structures for Commonsense Reasoning Oct 24, 2020 Knowledge Graphs Natural Language Inference
Code Code Available FedE: Embedding Knowledge Graphs in Federated Setting Oct 24, 2020 Graph Embedding Knowledge Graph Completion
Code Code Available Language Models are Open Knowledge Graphs Oct 22, 2020 Articles Knowledge Graphs
Code Code Available An Industry Evaluation of Embedding-based Entity Alignment Oct 22, 2020 Entity Alignment Knowledge Graphs
Code Code Available Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs Oct 22, 2020 Complex Query Answering Knowledge Graphs
Code Code Available COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Oct 12, 2020 Knowledge Graphs Natural Language Understanding
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