README.md

metadata

title: Evidence Graph Reranker
emoji: 🧩
colorFrom: blue
colorTo: indigo
sdk: gradio
app_file: app.py
pinned: false
license: mit
tags:
  - rag
  - reranking
  - multi-hop-qa
  - evidence-retrieval

Evidence-Graph Reranker — Hugging Face Space

A query-conditioned, training-free, joint evidence-subset reranker. This Space scores query–passage pairs using the public MS MARCO MiniLM-L6 cross-encoder or all-MiniLM-L6 dense encoder, then selects passages with the same fixed graph algorithm evaluated on six evidence benchmarks.

For installation, API examples, full six-dataset results and caveats, see PACKAGE_README.md, MODEL_CARD.md, and results/methodology.md.

Not a new pretrained language model: This repository provides an algorithm plus an optional Space. It downloads official neural scorer checkpoints on first use; no original model weights are redistributed.