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alita9/muse-sarcasm-explanation

MuSe: Multimodal Sarcasm Explanation (Reformatted) This repository provides a Hugging Face-compatible version of the MuSe (MORE) dataset. Modifications in this version To make the dataset easier to use with the datasets library, the following changes were made: Unified Schema: Merged separate OCR and Non-OCR files into a single test split. Metadata Flags: Added an is_ocr (boolean) column to distinguish between image types. Image Integration: Converted image… See the full description on the dataset page: https://huggingface.co/datasets/alita9/muse-sarcasm-explanation.

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MuSe: Multimodal Sarcasm Explanation (Reformatted)

This repository provides a Hugging Face-compatible version of the MuSe (MORE) dataset.

Dataset Description

Modifications in this version

To make the dataset easier to use with the datasets library, the following changes were made:

  1. 1.Unified Schema: Merged separate OCR and Non-OCR files into a single test split.
  2. 2.Metadata Flags: Added an is_ocr (boolean) column to distinguish between image types.
  3. 3.Image Integration: Converted image paths into a native Hugging Face Image feature for direct loading.
  4. 4.Labeling: Explicitly labeled all samples as "sarcastic" to match standard classification formats.

Citation

If you use this dataset in your research, please cite the original work:

@inproceedings{desai2022nice, title={Nice perfume. How long did you marinate in it? Multimodal Sarcasm Explanation}, author={Desai, Shweta and Pawar, Tanmay and Shah, Parth and Mittal, Akshat and Das, Amitava and Shah, Rajiv Ratn and others}, booktitle={Proceedings of the AAAI Conference on Artificial Intelligence}, year={2022} }

License

This dataset is distributed under the MIT License, as per the original source repository.