AINeutralarXiv – CS AI · 4h ago6/10
🧠
Attractive and Repulsive Pattern Control in Sequence Generation
Researchers introduce a signed pattern control mechanism for variable-order Markov sequence generation that reduces unwanted repetition and controls text generation quality through weighted recurrence automata and belief propagation sampling. Testing on musical sequences from Bach, Telemann, and jazz databases demonstrates the method effectively decreases self-reuse while maintaining coherence and training data fidelity.