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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Cycle Representation Learning for Inductive Relation Prediction ICML 2022
VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022
Equivariant Quantum Graph Circuits ICML 2022
HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge EMNLP 2022
Faithful Knowledge Graph Explanations in Commonsense Question Answering EMNLP 2022
Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022
Inductive Relation Prediction by BERT AAAI 2022
Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs EMNLP 2022
Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 2022
Understanding and Improving Knowledge Graph Embedding for Entity Alignment ICML 2022
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract) AAAI 2022
Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) AAAI 2022
Learning to Express in Knowledge-Grounded Conversation NAACL 2022
Explaining Toxic Text via Knowledge Enhanced Text Generation NAACL 2022
PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022
ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion IJCAI 2022
Adversarial Explanations for Knowledge Graph Embeddings IJCAI 2022
BigCQ: Generating a Synthetic Set of Competency Questions Formalized into SPARQL-OWL (Student Abstract) AAAI 2022
Relational Triple Extraction: One Step is Enough IJCAI 2022
Procedural Text Understanding via Scene-Wise Evolution AAAI 2022
Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022