--- language: - ja license: cc-by-sa-4.0 task_categories: - question-answering dataset_info: - config_name: default features: - name: qid dtype: string - name: question dtype: string - name: answers sequence: string splits: - name: validation num_bytes: 92027 num_examples: 795 - name: test num_bytes: 23157 num_examples: 198 download_size: 67999 dataset_size: 115184 - config_name: v1.1 features: - name: qid dtype: string - name: question dtype: string - name: answers sequence: string - name: D_3 sequence: string splits: - name: test num_bytes: 26020 num_examples: 198 download_size: 16544 dataset_size: 26020 - config_name: v1.2 features: - name: id dtype: string - name: text dtype: string - name: answers sequence: string - name: A_3 dtype: string - name: A_memo dtype: string - name: B_1 dtype: string - name: B_2 dtype: string - name: B_3 dtype: string - name: B_4 dtype: string - name: B_5 dtype: string - name: B_6 dtype: string - name: B_7 dtype: string - name: C_1 dtype: string - name: C_2 dtype: string - name: C_memo dtype: string - name: D_2 dtype: string - name: D_3 sequence: string - name: D_4 dtype: string - name: D_memo dtype: string - name: E_1 dtype: string - name: E_2 dtype: string - name: E_3 dtype: string - name: E_4 dtype: string - name: E_5 dtype: string - name: E_6 dtype: string - name: E_7 dtype: string - name: E_8 dtype: string - name: E_memo dtype: string - name: F_1 dtype: string - name: F_2 dtype: string - name: F_memo dtype: string splits: - name: test num_bytes: 122854 num_examples: 198 - name: dev num_bytes: 491457 num_examples: 795 download_size: 329005 dataset_size: 614311 configs: - config_name: default data_files: - split: validation path: data/validation-* - split: test path: data/test-* - config_name: v1.1 data_files: - split: test path: v1.1/test-* - config_name: v1.2 data_files: - split: test path: v1.2/test-* - split: dev path: v1.2/dev-* --- 評価スコアの再現性確保と SB Intuitions 修正版の公開用クローン - ソース: [mynlp/niilc-qa on GitHub](https://github.com/mynlp/niilc-qa) # NIILC Question Answering Dataset > This project provides a dataset for supporting the development of question answering systems. The data includes questions and their answers, and meta information such as question types, clues to obtain answers, Wikipedia pages in which answers can be found, and SPARQL queries for JWO (Japanese Wikipedia Ontology). - Homepage: - 日本語: [https://mynlp.is.s.u-tokyo.ac.jp/niilc-qa/j_index.html](https://mynlp.is.s.u-tokyo.ac.jp/niilc-qa/j_index.html) - 英語: [https://mynlp.is.s.u-tokyo.ac.jp/niilc-qa/](https://mynlp.is.s.u-tokyo.ac.jp/niilc-qa/) ## Licensing Information [Creative Commons Attribution Share Alike 4.0 International](https://github.com/mynlp/niilc-qa/blob/master/LICENSE.txt) ## Citation Information ``` @inproceedings{sekine2003question, title={Development of a question answering system focused on an encyclopedia}, author={Sekine, Satoshi}, booktitle={9th Annual Meeting of the Association for Natural Language Processing}, year={2003}, language={Japanese} } ``` # Subsets ## default - `qid` (`str`): 質問を一意識別するためのID - `question` (`str`): 質問文 - `answers` (`list[str]`): 質問に対する回答のリスト - （回答がない質問（`answers: ['-']`）は除外した） ### v1.1 - split: test を修正 - [NIILC-ECQA2015_test.xml](https://github.com/mynlp/niilc-qa/blob/master/data/NIILC-ECQA2015_test.xml) から D_3列を追加 - `D_3` (`str`): 考えられる解答数 - 正解文字列（`answers` の要素）の微修正 - e.g., セミコロンが全角で分割できていなかった正解文字列を分割して再登録（`['星条旗；古き栄光'] -> ['星条旗','古き栄光']`） ### v1.2 両方の split を修正 - 各質問に[ソース](https://github.com/mynlp/niilc-qa)からメタデータ列をすべて追加 - 各列の詳細は[ここ](https://github.com/mynlp/niilc-qa/blob/master/data/NIILC-ECQA2015_AnnotationDefinition.md)を参照 - split名を[ソース](https://github.com/mynlp/niilc-qa)に合わせて修正 - validation -> dev - 列名を[ソース](https://github.com/mynlp/niilc-qa)に合わせて修正 - `qid` -> `id` - `question` -> `text` - dev の `answers` に対し、v1.1 の test と同様の修正を実施 - `text` と `answers` 内の文字列を NFKC正規化