T2MM uses LLM-generated action sequences rather than full code generation to build and edit interactive ecological models in VERA, achieving 92.7% structural match versus 54.5% and 57.4% for 0-shot and N-shot baselines.
Bibliovault OAI Repository, the University of Chicago Press87(Jan 2005)
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T2MM: An LLM Supported Architecture For Inquiry-Based Modeling
T2MM uses LLM-generated action sequences rather than full code generation to build and edit interactive ecological models in VERA, achieving 92.7% structural match versus 54.5% and 57.4% for 0-shot and N-shot baselines.