mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs

This repository provides the code and data for the paper "mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs".

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🔗 Data

The mmRAG dataset is avaliable at Hugging Face.

mmRAG Overview

🧾 mmRAG Construction

🧪 Experiments

Retrieval:

Setup:

Generation:

Setup:

Generation with spcific-dataset chunks:

Setup:

Generation with query router:

Setup:

📄 Citation