2 papers
cs.CL2025
Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites
Gabriel Machado Santos, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento
Prompt engineering is essential for optimizing large language models (LLMs), yet the link between prompt structures and task performance remains underexplored. This work introduces…
cs.LG2024
K-GBS3FCM -- KNN Graph-Based Safe Semi-Supervised Fuzzy C-Means
Gabriel Santos, Rita Julia, Marcelo Nascimento
Clustering data using prior domain knowledge, starting from a partially labeled set, has recently been widely investigated. Often referred to as semi-supervised clustering, this ap…