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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Semantic Image Manipulation Using Scene Graphs CVPR 2020
Graph-Structured Referring Expression Reasoning in the Wild CVPR 2020
Scene Restoring for Narrative Machine Reading Comprehension EMNLP 2020
Weakly Supervised Subevent Knowledge Acquisition EMNLP 2020
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs NIPS 2020
COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment AAAI 2020
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion EMNLP 2020
Faithful Embeddings for Knowledge Base Queries NIPS 2020
Learning Strategic Network Emergence Games NIPS 2020
Type-Aware Anchor Link Prediction across Heterogeneous Networks Based on Graph Attention Network AAAI 2020
ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion AAAI 2020
Contextual Parameter Generation for Knowledge Graph Link Prediction AAAI 2020
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction AAAI 2020
Diachronic Embedding for Temporal Knowledge Graph Completion AAAI 2020
Link Prediction between Group Entities in Knowledge Graphs (Student Abstract) AAAI 2020
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction ACL 2020
InteractE: Improving Convolution-Based Knowledge Graph Embeddings by Increasing Feature Interactions AAAI 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020
Relation Specific Transformations for Open World Knowledge Graph Completion COLING 2020
Rule-Guided Compositional Representation Learning on Knowledge Graphs AAAI 2020
Latent Relation Language Models AAAI 2020
Knowledge-Graph Augmented Word Representations for Named Entity Recognition AAAI 2020
The Value of Paraphrase for Knowledge Base Predicates AAAI 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs NIPS 2020
Sparse Graphical Memory for Robust Planning NIPS 2020