Fine-tuning LLaMA-3 on GPT-4-generated GDD-code pairs yields a model that writes Unity C# templates from game design documents, but the reported 4.8/5.0 advantage over baselines rests on a weak three-game, three-rater evaluation.
Advanced ai mechanics in unity 3d for immersive gameplay: A study on finite state machines & artificial intelligence,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.AI 1years
2025 1verdicts
REJECT 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs
Fine-tuning LLaMA-3 on GPT-4-generated GDD-code pairs yields a model that writes Unity C# templates from game design documents, but the reported 4.8/5.0 advantage over baselines rests on a weak three-game, three-rater evaluation.