2 papers
cs.CY2026
LessonBench-V1: A Benchmark Dataset for Evaluating AI Lesson Generation Agents
Ravidu Suien Rammuni Silva, Ahmad Lotfi, Isibor Kennedy Ihianle +2
Large Language Model (LLM) based AI educational content generation systems are increasingly being developed, yet no standardised benchmark exists to systematically evaluate them. T…
cs.AI2026
Training and Agentic Inference Strategies for LLM-based Manim Animation Generation
Ravidu Suien Rammuni Silva, Ahmad Lotfi, Isibor Kennedy Ihianle +2
Generating programmatic animation using libraries such as Manim presents unique challenges for Large Language Models (LLMs), requiring spatial reasoning, temporal sequencing, and f…