FB15k-237

Researchers introduced FlowNeg, a context-conditioned hierarchical generative flow network for negative sampling in knowledge graph embedding, which outperformed existing methods EMU and IF-NS in 24 o…

Researchers propose InductWave, a wavelet-based inductive embedding method for logical query answering on knowledge graphs that handles unseen entities during training. The model achieves state-of-the…

A new study on holographic memory for zero-shot compositional reasoning in knowledge graphs found that while Holographic Reduced Representations (HRR) and Fourier HRR (FHRR) perform competitively on s…