--- license: apache-2.0 task_categories: - information-retrieval - text-retrieval tags: - beir - scifact - information-retrieval - retrieval - search configs: - config_name: corpus data_files: - split: train path: corpus/train-* - config_name: queries data_files: - split: train path: queries/train-* dataset_info: - config_name: corpus features: - name: title dtype: string - name: metadata dtype: 'null' - name: text dtype: string - name: _id dtype: string splits: - name: train num_bytes: 7874970 num_examples: 5183 download_size: 4491413 dataset_size: 7874970 - config_name: queries features: - name: text dtype: string - name: metadata struct: - name: '10071552' list: - name: label dtype: string - name: sentences list: int64 - name: '10072941' list: - name: label dtype: string - name: sentences list: int64 - name: '10165258' list: - name: label dtype: string - name: sentences list: int64 - name: '10534299' list: - name: label dtype: string - name: sentences list: int64 - name: '10546779' list: - 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name: sentences list: int64 - name: '9315213' list: - name: label dtype: string - name: sentences list: int64 - name: '935538' list: - name: label dtype: string - name: sentences list: int64 - name: '9394119' list: - name: label dtype: string - name: sentences list: int64 - name: '9433958' list: - name: label dtype: string - name: sentences list: int64 - name: '9505402' list: - name: label dtype: string - name: sentences list: int64 - name: '9505448' list: - name: label dtype: string - name: sentences list: int64 - name: '9558539' list: - name: label dtype: string - name: sentences list: int64 - name: '9638032' list: - name: label dtype: string - name: sentences list: int64 - name: '9650982' list: - name: label dtype: string - name: sentences list: int64 - name: '9669099' list: - name: label dtype: string - name: sentences list: int64 - name: '9745001' list: - name: label dtype: string - name: sentences list: int64 - name: '9764256' list: - name: label dtype: string - name: sentences list: int64 - name: '9955779' list: - name: label dtype: string - name: sentences list: int64 - name: _id dtype: string splits: - name: train num_bytes: 2142892 num_examples: 1109 download_size: 1049977 dataset_size: 2142892 --- # BEIR SCIFACT Dataset (Migrated) This is a migrated version of BeIR/scifact that is compatible with datasets library 4.0.0+. ## Dataset Description This dataset contains the scifact dataset from the BEIR benchmark, converted from the old script-based format to Parquet format. ## Dataset Structure ### Queries - **Split 'queries'**: 1,109 examples - Features: ['_id', 'text', 'metadata'] - **Total examples**: 1,109 ### Corpus - **Split 'corpus'**: 5,183 examples - Features: ['_id', 'title', 'text', 'metadata'] - **Total examples**: 5,183 ## Usage ```python from datasets import load_dataset # Load queries (split: queries) queries = load_dataset("Hyukkyu/beir-scifact", "queries", split="queries") # Load corpus (split: corpus) corpus = load_dataset("Hyukkyu/beir-scifact", "corpus", split="corpus") ``` ## Available Splits ### Queries - `queries`: 1,109 examples ### Corpus - `corpus`: 5,183 examples ## Original Dataset This dataset is migrated from: BeIR/scifact ## Citation If you use this dataset, please cite the original BEIR paper: ```bibtex @article{thakur2021beir, title={BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models}, author={Thakur, Nandan and Reimers, Nils and Ruckle, Andreas and Srivastava, Abhishek and Gurevych, Iryna}, journal={arXiv preprint arXiv:2104.08663}, year={2021} } ```