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--- |
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license: apache-2.0 |
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task_categories: |
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- information-retrieval |
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- text-retrieval |
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tags: |
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- beir |
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- fiqa |
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- information-retrieval |
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- retrieval |
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- search |
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dataset_info: |
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- config_name: corpus |
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features: |
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- name: metadata |
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dtype: 'null' |
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- name: _id |
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dtype: string |
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|
- name: title |
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dtype: string |
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- name: text |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 45303212 |
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num_examples: 57638 |
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download_size: 27713888 |
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dataset_size: 45303212 |
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|
- config_name: queries |
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features: |
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- name: metadata |
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|
dtype: 'null' |
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|
- name: _id |
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|
dtype: string |
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|
- name: text |
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|
dtype: string |
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|
splits: |
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|
- name: train |
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|
num_bytes: 491278 |
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num_examples: 6648 |
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download_size: 321154 |
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dataset_size: 491278 |
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configs: |
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- config_name: corpus |
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data_files: |
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- split: train |
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path: corpus/train-* |
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- config_name: queries |
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data_files: |
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- split: train |
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path: queries/train-* |
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--- |
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# BEIR FIQA Dataset (Migrated) |
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This is a migrated version of BeIR/fiqa that is compatible with datasets library 4.0.0+. |
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## Dataset Description |
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This dataset contains the fiqa dataset from the BEIR benchmark, converted from the old script-based format to Parquet format. |
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## Dataset Structure |
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### Queries |
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- **Split 'queries'**: 6,648 examples |
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- Features: ['_id', 'text', 'metadata'] |
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- **Total examples**: 6,648 |
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### Corpus |
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- **Split 'corpus'**: 57,638 examples |
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- Features: ['_id', 'title', 'text', 'metadata'] |
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- **Total examples**: 57,638 |
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## Usage |
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```python |
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from datasets import load_dataset |
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# Load queries (split: queries) |
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queries = load_dataset("Hyukkyu/beir-fiqa-2018", "queries", split="queries") |
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# Load corpus (split: corpus) |
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corpus = load_dataset("Hyukkyu/beir-fiqa-2018", "corpus", split="corpus") |
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``` |
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## Available Splits |
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### Queries |
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- `queries`: 6,648 examples |
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### Corpus |
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- `corpus`: 57,638 examples |
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## Original Dataset |
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This dataset is migrated from: BeIR/fiqa |
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## Citation |
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If you use this dataset, please cite the original BEIR paper: |
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```bibtex |
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@article{thakur2021beir, |
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title={BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models}, |
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author={Thakur, Nandan and Reimers, Nils and Ruckle, Andreas and Srivastava, Abhishek and Gurevych, Iryna}, |
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journal={arXiv preprint arXiv:2104.08663}, |
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year={2021} |
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} |
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``` |
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