Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts

This repository contains resources for "Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts" paper.

Files Overview

1. atomic_facts.jsonl
   A collection of generated atomic facts sampled using Diverse Beam Search from the LLaVA-v1.6-Mistral-7B model.

2. nli_agg.ipynb
   A Jupyter Notebook implementing scoring and comparison of different Natural Language Inference (NLI) aggregation schemes.