README.md

---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: question
    dtype: string
  - name: answer
    dtype: string
  - name: dataset
    dtype: string
  splits:
  - name: train
    num_bytes: 431968245.0
    num_examples: 951
  download_size: 146508804
  dataset_size: 431968245.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
task_categories:
- visual-question-answering
- image-feature-extraction
language:
- fra
---

## Description

French translation of the [lmms-lab/HallusionBench](https://huggingface.co/datasets/lmms-lab/HallusionBench) dataset (only the split image is kept) that we processed.

## Citations

```
guan2023hallusionbench,
      title={HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination & Visual Illusion in Large Vision-Language Models}, 
      author={Tianrui Guan and Fuxiao Liu and Xiyang Wu and Ruiqi Xian and Zongxia Li and Xiaoyu Liu and Xijun Wang and Lichang Chen and Furong Huang and Yaser Yacoob and Dinesh Manocha and Tianyi Zhou},
      year={2023},
      eprint={2310.14566},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
@misc{liu2023mitigating,
      title={Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning}, 
      author={Fuxiao Liu and Kevin Lin and Linjie Li and Jianfeng Wang and Yaser Yacoob and Lijuan Wang},
      year={2023},
      eprint={2306.14565},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
@misc{liu2023mmc,
      title={MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning}, 
      author={Fuxiao Liu and Xiaoyang Wang and Wenlin Yao and Jianshu Chen and Kaiqiang Song and Sangwoo Cho and Yaser Yacoob and Dong Yu},
      year={2023},
      eprint={2311.10774},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```