scribby

Scribby Multi-Level LLM Framework Promises Fine-Grained Semantic Analysis of Long-Form Video

Researchers propose Scribby, an LLM-based framework for semantic video analysis that balances macro-level comprehension with micro-level semantic indexing. The approach analyzes full transcripts, individual sentences, and groups sentences by semantic similarity using an LLM as a judge, enabling more detailed understanding of video structure and thematic progression.