- Unsupervised Multiple Kernel Learning for Graphs via Ordinality Preservation.
(Link to paper) - Interpretable Predictive Models for Healthcare via Rational Multi-Layer Perceptrons.
(Link to paper) - AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach.
(Link to paper) - Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction. (Link to paper)
- BiQUE: Biquaternionic Embeddings of Knowledge Graphs. (Link to paper)
- Probabilistic Logic Graph Attention Networks for Reasoning. (Link to paper)
- Sum-Product Networks for Language Modeling (Link to paper)
- The Alchemy System for Statistical Relational AI
- Learning using Structural Motifs (single-CPU version) (Link to paper)
- Learning using Structural Motifs (parallelized version) (Link to paper)
- Learning via Hypergraph Lifting (Link to paper)
- Semantic Network Extractor (Relational Clustering) (Link to paper)