|
--- |
|
pretty_name: '`lotte/lifestyle/dev/forum`' |
|
viewer: false |
|
source_datasets: ['irds/lotte_lifestyle_dev'] |
|
task_categories: |
|
- text-retrieval |
|
--- |
|
|
|
# Dataset Card for `lotte/lifestyle/dev/forum` |
|
|
|
The `lotte/lifestyle/dev/forum` dataset, provided by the [ir-datasets](https://ir-datasets.com/) package. |
|
For more information about the dataset, see the [documentation](https://ir-datasets.com/lotte#lotte/lifestyle/dev/forum). |
|
|
|
# Data |
|
|
|
This dataset provides: |
|
- `queries` (i.e., topics); count=2,076 |
|
- `qrels`: (relevance assessments); count=12,823 |
|
|
|
- For `docs`, use [`irds/lotte_lifestyle_dev`](https://huggingface.co/datasets/irds/lotte_lifestyle_dev) |
|
|
|
## Usage |
|
|
|
```python |
|
from datasets import load_dataset |
|
|
|
queries = load_dataset('irds/lotte_lifestyle_dev_forum', 'queries') |
|
for record in queries: |
|
record # {'query_id': ..., 'text': ...} |
|
|
|
qrels = load_dataset('irds/lotte_lifestyle_dev_forum', 'qrels') |
|
for record in qrels: |
|
record # {'query_id': ..., 'doc_id': ..., 'relevance': ..., 'iteration': ...} |
|
|
|
``` |
|
|
|
Note that calling `load_dataset` will download the dataset (or provide access instructions when it's not public) and make a copy of the |
|
data in 🤗 Dataset format. |
|
|
|
## Citation Information |
|
|
|
``` |
|
@article{Santhanam2021ColBERTv2, |
|
title = "ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction", |
|
author = "Keshav Santhanam and Omar Khattab and Jon Saad-Falcon and Christopher Potts and Matei Zaharia", |
|
journal= "arXiv preprint arXiv:2112.01488", |
|
year = "2021", |
|
url = "https://arxiv.org/abs/2112.01488" |
|
} |
|
``` |
|
|