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Lee1219
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RETINA

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Dataset and Graph Resources

This repository contains the generated training and test datasets, knowledge graphs, and reference files.

📂 File Descriptions

Dataset Splits (Parquet)

The following files contain the generated dataset splits:

  • train.parquet: The training set generated for this project.
  • seen_test.parquet: A test set created without specific filtering.
  • unseen_test.parquet: A test set where documents do not overlap with the training set.

Since we use in-batch negatives, we simply removed all training samples containing documents that overlap with the unseen questions.

Knowledge Graph

  • one_hop_neighborhood_graph.json: This file contains the entity graph relations (1-hop neighborhood) specifically used for our dataset generation process.

Image Metadata (MuKA)

The following files contain web image URLs provided by MuKA:

  • evqa_passages_image_urls.jsonl
  • infoseek_passages_image_urls.jsonl

Images

  • images.zip: Contains the compressed image files used in this dataset.

We need to add paths and google lens searched images

🔗 Data Sources & Acknowledgments

M2KR

The document passages used in this dataset are based on the M2KR dataset.

Important Note regarding Images: The images for datasets such as EVQA, OVEN and InfoSeek are contributions of the original M2KR paper.

  • We rely on their contribution for these resources.
  • Please visit the M2KR Project Page to access the original data and for further details.
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