--- dataset_info: - config_name: qrels_og-fas features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: float64 splits: - name: test num_bytes: 470546 num_examples: 12163 download_size: 470546 dataset_size: 470546 - config_name: qrels_changed-fas features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: float64 splits: - name: test num_bytes: 470157 num_examples: 12163 download_size: 470157 dataset_size: 470157 - config_name: corpus-fas features: - name: _id dtype: string - name: title dtype: string - name: text dtype: string splits: - name: corpus num_bytes: 108126004 num_examples: 41189 download_size: 108126004 dataset_size: 108126004 - config_name: queries-fas features: - name: _id dtype: string - name: text dtype: string - name: instruction_og dtype: string - name: instruction_changed dtype: string splits: - name: queries num_bytes: 37059 num_examples: 40 download_size: 37059 dataset_size: 37059 - config_name: top_ranked-fas features: - name: qid dtype: string - name: pid dtype: string splits: - name: top_ranked num_bytes: 1531154 num_examples: 40000 download_size: 1531154 dataset_size: 1531154 - config_name: qrels_og-rus features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: float64 splits: - name: test num_bytes: 466885 num_examples: 12067 download_size: 466885 dataset_size: 466885 - config_name: qrels_changed-rus features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: float64 splits: - name: test num_bytes: 466487 num_examples: 12067 download_size: 466487 dataset_size: 466487 - config_name: corpus-rus features: - name: _id dtype: string - name: title dtype: string - name: text dtype: string splits: - name: corpus num_bytes: 100142813 num_examples: 39326 download_size: 100142813 dataset_size: 100142813 - config_name: queries-rus features: - name: _id dtype: string - name: text dtype: string - name: instruction_og dtype: string - name: instruction_changed dtype: string splits: - name: queries num_bytes: 46554 num_examples: 40 download_size: 46554 dataset_size: 46554 - config_name: top_ranked-rus features: - name: qid dtype: string - name: pid dtype: string splits: - name: top_ranked num_bytes: 1531215 num_examples: 40000 download_size: 1531215 dataset_size: 1531215 - config_name: qrels_og-zho features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: float64 splits: - name: test num_bytes: 492178 num_examples: 12732 download_size: 492178 dataset_size: 492178 - config_name: qrels_changed-zho features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: float64 splits: - name: test num_bytes: 491764 num_examples: 12732 download_size: 491764 dataset_size: 491764 - config_name: corpus-zho features: - name: _id dtype: string - name: title dtype: string - name: text dtype: string splits: - name: corpus num_bytes: 83950020 num_examples: 41120 download_size: 83950020 dataset_size: 83950020 - config_name: queries-zho features: - name: _id dtype: string - name: text dtype: string - name: instruction_og dtype: string - name: instruction_changed dtype: string splits: - name: queries num_bytes: 27482 num_examples: 43 download_size: 27482 dataset_size: 27482 - config_name: top_ranked-zho features: - name: qid dtype: string - name: pid dtype: string splits: - name: top_ranked num_bytes: 1646082 num_examples: 43000 download_size: 1646082 dataset_size: 1646082 configs: - config_name: qrels_og-fas data_files: - split: test path: qrels_og-fas/test.parquet - config_name: qrels_changed-fas data_files: - split: test path: qrels_changed-fas/test.parquet - config_name: corpus-fas data_files: - split: corpus path: corpus-fas/corpus.parquet - config_name: queries-fas data_files: - split: queries path: queries-fas/queries.parquet - config_name: top_ranked-fas data_files: - split: top_ranked path: top_ranked-fas/top_ranked.parquet - config_name: qrels_og-rus data_files: - split: test path: qrels_og-rus/test.parquet - config_name: qrels_changed-rus data_files: - split: test path: qrels_changed-rus/test.parquet - config_name: corpus-rus data_files: - split: corpus path: corpus-rus/corpus.parquet - config_name: queries-rus data_files: - split: queries path: queries-rus/queries.parquet - config_name: top_ranked-rus data_files: - split: top_ranked path: top_ranked-rus/top_ranked.parquet - config_name: qrels_og-zho data_files: - split: test path: qrels_og-zho/test.parquet - config_name: qrels_changed-zho data_files: - split: test path: qrels_changed-zho/test.parquet - config_name: corpus-zho data_files: - split: corpus path: corpus-zho/corpus.parquet - config_name: queries-zho data_files: - split: queries path: queries-zho/queries.parquet - config_name: top_ranked-zho data_files: - split: top_ranked path: top_ranked-zho/top_ranked.parquet --- # mFollowIR-parquet This is a parquet version of the mFollowIR dataset that can be loaded directly with `load_dataset()`. The original dataset can be found at [jhu-clsp/mFollowIR](https://huggingface.co/datasets/jhu-clsp/mFollowIR). ## Dataset Structure The dataset contains the following configurations for each language (fas, rus, zho): ### Configurations - `qrels_og_[lang]`: Original relevance judgments (test split) - `qrels_changed_[lang]`: Modified relevance judgments (test split) - `corpus_[lang]`: Document collection - `queries_[lang]`: Query set with instructions - `top_ranked_[lang]`: Top ranked documents ## Usage ```python from datasets import load_dataset # Load a specific configuration dataset = load_dataset("jhu-clsp/mFollowIR-parquet", "queries_fas") # or any other config # Load multiple configurations dataset = load_dataset("jhu-clsp/mFollowIR-parquet", ["queries_fas", "corpus_fas"]) ``` ## Citation ```bibtex @article{weller2024mfollowir, title="mFollowIR: a Multilingual Benchmark for Instruction Following in Information Retrieval", author="Weller, Orion and Chang, Benjamin and Yang, Eugene and Yarmohammadi, Mahsa and Barham, Sam and MacAvaney, Sean and Cohan, Arman and Soldaini, Luca and Van Durme, Benjamin and Lawrie, Dawn", journal="arXiv preprint TODO", year="2024" } ```