Mario G. C. A. Cimino

Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks

2024 · arXiv (Cornell University)

Recent advancements in Large Language Models (LLMs) have demonstrated exceptional capabilities in natural language understanding and generation. While these models excel in general complex reasoning tasks, they still face challenges in mathematical problem-solving and logical …

Introducing the Stigmergic Miner, a temporal extension of the Fuzzy Miner based on computational stigmergy

2026 · CINECA IRIS Institutial research information system (University of Pisa)

Workflow mining is a data mining research field for discovering graph models from event logs. Particularly, Fuzzy Mining is a well-known approach, suitable for noisy and unstructured logs. It includes in the model the fuzzy …