63 citations · 88 across the 9 of their papers we have counts for
11 papers
Simple Rule Injection for ComplEx Embeddings
Haodi Ma, Anthony Colas, Yuejie Wang +2
Recent works in neural knowledge graph inference attempt to combine logic rules with knowledge graph embeddings to benefit from prior knowledge. However, they usually cannot avoid…
EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation
Anthony Colas, Ali Sadeghian, Yue Wang +1
We introduce EventNarrative, a knowledge graph-to-text dataset from publicly available open-world knowledge graphs. Given the recent advances in event-driven Information Extraction…
Partition-Guided GANs
Mohammadreza Armandpour, Ali Sadeghian, Chunyuan Li +1
Despite the success of Generative Adversarial Networks (GANs), their training suffers from several well-known problems, including mode collapse and difficulties learning a disconne…
ChronoR: Rotation Based Temporal Knowledge Graph Embedding
Ali Sadeghian, Mohammadreza Armandpour, Anthony Colas +1
Despite the importance and abundance of temporal knowledge graphs, most of the current research has been focused on reasoning on static graphs. In this paper, we study the challeng…
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
Ali Sadeghian, Mohammadreza Armandpour, Patrick Ding +1
In this paper, we study the problem of learning probabilistic logical rules for inductive and interpretable link prediction. Despite the importance of inductive link prediction, mo…
Measuring Impact of Climate Change on Tree Species: analysis of JSDM on FIA data
Hyun Choi, Ali Sadeghian, Sergio Marconi +2
One of the first beings affected by changes in the climate are trees, one of our most vital resources. In this study tree species interaction and the response to climate in differe…