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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation ICML 2021
Knowledge-Enhanced Evidence Retrieval for Counterargument Generation EMNLP 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes IJCAI 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns ACL 2021
Entity Prediction in Knowledge Graphs with Joint Embeddings NAACL 2021
ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ACL 2021
Enhancing Factual Consistency of Abstractive Summarization NAACL 2021
Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs NIPS 2021
Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NIPS 2021
Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network NAACL 2021
Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection EMNLP 2021
Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding IJCAI 2021
Knowledge Graph Representation Learning using Ordinary Differential Equations EMNLP 2021
Consensus Graph Representation Learning for Better Grounded Image Captioning AAAI 2021
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021
SPARQLing Database Queries from Intermediate Question Decompositions EMNLP 2021
CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge AAAI 2021
Keyword-Based Knowledge Graph Exploration Based on Quadratic Group Steiner Trees IJCAI 2021
Open Knowledge Graphs Canonicalization using Variational Autoencoders EMNLP 2021
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph EMNLP 2021
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020
Counting Query Answers over a DL-Lite Knowledge Base IJCAI 2020
Point at the Triple: Generation of Text Summaries from Knowledge Base Triples (Extended Abstract) IJCAI 2020
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature AACL 2020