task_categories:text-retrieval region:us pyterrier pyterrier-artifact pyterrier-artifact.corpus_graph pyterrier-artifact.corpus_graph.np_topk
---
pretty_name: "MS MARCO Passage TCT-HNP Corpus Graph (k=16)"
tags:
- pyterrier
- pyterrier-artifact
- pyterrier-artifact.corpus_graph
- pyterrier-artifact.corpus_graph.np_topk
task_categories:
- text-retrieval
viewer: false
---

# MS MARCO Passage TCT-HNP Corpus Graph (k=16)

## Description

A corpus graph over MS MARCO passage constructed using [TCT-HNP](https://huggingface.co/castorini/tct_colbert-v2-hnp-msmarco), with 16 neighbors per document.

## Usage

```python
# Load the artifact
import pyterrier_alpha as pta
artifact = pta.Artifact.from_hf('macavaney/msmarco-passage.corpusgraph.tcthnp.16')
# TODO: Show how you use the artifact
```

## Benchmarks

*TODO: Provide benchmarks for the artifact.*

## Reproduction

```python
# TODO: Show how you constructed the artifact.
```

## Metadata

```
{
  "type": "corpus_graph",
  "format": "np_topk",
  "package_hint": "pyterrier-adaptive",
  "doc_count": 8841823,
  "k": 16
}
```
