MLSIF: Multi-Layer Semantic Integrity Framework Evaluation Dataset

Summary

This dataset accompanies the paper "Multi-Layer Semantic Integrity Framework for Knowledge-Reliable and Consistent Responses in Large Language Models" (Abishethvarman, Sabrina & Kwan). It contains the prompt set, raw model responses, and per-response evaluation scores used to benchmark eight open-source LLMs on semantic integrity, using a novel Semantic Integrity Index (SII). The… See the full description on the dataset page: huggingface.co/datasets/abishethvarman/mlsif-llm-semantic-integrity.