most citedOptuna vs Code Llama: Are LLMs a New Paradigm for Hyperparameter Tuning?

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cs.AI2026

APOLO: Automatic Prompt Optimization for Ontology Learning

Huu Tan Mai, Roman Kochnev, Cuong Xuan Chu +3

Ontology Learning (OL) from text has advanced with the emergence of Large Language Models (LLMs), but it remains challenging due to the limited availability of annotated training d…

cs.AI2025

NNGPT: Rethinking AutoML with Large Language Models

Roman Kochnev, Waleed Khalid, Tolgay Atinc Uzun +8

Building self-improving AI systems remains a fundamental challenge in the AI domain. We present NNGPT, an open-source framework that turns a large language model (LLM) into a self-…