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"dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "boardgameqa", "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 100 }, "counts": { "cases": 100, 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"split": "test", "path": "data/boardgameqa/test", "cases": 100, "decisions": 100, "format": "parquet", "data_files": [ "data/boardgameqa/test/00000-of-00001.parquet" ] } ] }, "canttalk": { "description": "ユーザーのメッセージが許可された話題の範囲内にあるかを判断する、話題制御のデータセット。元の注釈をChoice・Noul・Scoreの該当形式で保持し、instructionと学習・評価用の分割を収録しています。", "evaluation_suite": null, "language": [ "en" ], "legacy_statistics": { "test": { "cases": 100, "decisions": 100 } }, "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "canttalk", "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 100 }, "counts": { "cases": 100, "decisions": 100, "labeled_decisions": 100 }, "decision_types": { "noul": 100 } } }, "task_types": { "noul": 100 }, "upstream_datasets": [ { "license": [ "cc-by-4.0" ], "license_source": "https://huggingface.co/datasets/nvidia/CantTalkAboutThis-Topic-Control-Dataset/raw/main/README.md", "name": "nvidia/CantTalkAboutThis-Topic-Control-Dataset", "revision": "b015ae8902d8429ce32ebfed9f9935f891d10ed5", "url": "https://huggingface.co/datasets/nvidia/CantTalkAboutThis-Topic-Control-Dataset", "license_before_2026_09_30_review": [ "cc-by-4.0" ], "license_source_before_2026_09_30_review": "https://huggingface.co/datasets/nvidia/CantTalkAboutThis-Topic-Control-Dataset/blob/b015ae8902d8429ce32ebfed9f9935f891d10ed5/README.md", "license_reviewed_at": "2026-09-30", "license_review_status": "qualified", "license_display": "CC BY 4.0" } ], "renewal_disposition": "include", 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"criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, 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} }, "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { 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"revision": "aa0e8b909b8cb7589eb23dad5e9c1cb709e665a3", "url": "https://huggingface.co/datasets/tasksource/corr2cause", "license_before_2026_09_30_review": [ "mit" ], "license_source_before_2026_09_30_review": "https://huggingface.co/datasets/tasksource/corr2cause/blob/aa0e8b909b8cb7589eb23dad5e9c1cb709e665a3/README.md", "license_reviewed_at": "2026-09-30", "license_review_status": "qualified", "license_display": "MIT" } ], "renewal_disposition": "include", "renewed_statistics": { "cases": 100, "decisions": 100, "types": { "choice": 100 } }, "source_reference": "SOURCES.md#corr2cause", "release_splits": [ { "dataset": "corr2cause", "split": "test", "path": "data/corr2cause/test", "cases": 100, "decisions": 100, "format": "parquet", "data_files": [ "data/corr2cause/test/00000-of-00001.parquet" ] } ] }, "creak": { "description": "実世界のエンティティに関する短い主張の真偽を、常識や知識に基づいて判定するデータセット。元の注釈をChoice・Noul・Scoreの該当形式で保持し、instructionと学習・評価用の分割を収録しています。", "evaluation_suite": null, "language": [ "en" ], "legacy_statistics": { "test": { "cases": 100, "decisions": 100 } }, "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { 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"dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "crows_pairs", "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 100 }, "counts": { "cases": 100, "decisions": 100, "labeled_decisions": 100 }, "decision_types": { "choice": 100 } } }, 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"schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "few_nerd", "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 358 }, "counts": { "cases": 100, "decisions": 358, "labeled_decisions": 358 }, "decision_types": { "choice": 358 } } }, "task_types": { "choice": 358 }, "upstream_datasets": [ { "license": [ "cc-by-sa-4.0" ], "license_source": "https://huggingface.co/datasets/DFKI-SLT/few-nerd/blob/205f3e9c9f3577ea2561d43f2f62dc249ab92d5b/README.md", "name": "DFKI-SLT/few-nerd", "revision": "205f3e9c9f3577ea2561d43f2f62dc249ab92d5b", "url": "https://huggingface.co/datasets/DFKI-SLT/few-nerd", "license_before_2026_09_30_review": [ "cc-by-sa-4.0" ], "license_source_before_2026_09_30_review": "https://huggingface.co/datasets/DFKI-SLT/few-nerd/blob/205f3e9c9f3577ea2561d43f2f62dc249ab92d5b/README.md", "license_reviewed_at": "2026-09-30", "license_review_status": "verified", "license_display": "CC BY-SA 4.0" } ], "renewal_disposition": "include_with_caveat", "renewed_statistics": { "cases": 100, "decisions": 358, "types": { "choice": 358 } }, "source_reference": "SOURCES.md#few_nerd", "release_splits": [ { "dataset": "few_nerd", "split": "test", "path": "data/few_nerd/test", "cases": 100, "decisions": 358, "format": "parquet", "data_files": [ "data/few_nerd/test/00000-of-00001.parquet" ] } ] }, "fol_nli": { "description": "一階述語論理に関係する文の意味や帰結を扱う、論理的含意判断のデータセット。元の注釈をChoice・Noul・Scoreの該当形式で保持し、instructionと学習・評価用の分割を収録しています。", "evaluation_suite": null, "language": [ "en" ], "legacy_statistics": { "test": { "cases": 100, "decisions": 100 } }, "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "fol_nli", "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 100 }, "counts": { "cases": 100, "decisions": 100, "labeled_decisions": 100 }, "decision_types": { "choice": 100 } } }, "task_types": { "choice": 100 }, "upstream_datasets": [ { "license": [ "apache-2.0" ], "license_source": "https://huggingface.co/datasets/tasksource/FOL-nli/blob/6b8a2ec01b226ed871fbde4677a31146ac5f370c/README.md", "name": "tasksource/FOL-nli", "revision": "6b8a2ec01b226ed871fbde4677a31146ac5f370c", "url": "https://huggingface.co/datasets/tasksource/FOL-nli", "license_before_2026_09_30_review": [ "apache-2.0" ], "license_source_before_2026_09_30_review": "https://huggingface.co/datasets/tasksource/FOL-nli/blob/6b8a2ec01b226ed871fbde4677a31146ac5f370c/README.md", "license_reviewed_at": "2026-09-30", "license_review_status": "qualified", "license_display": "Apache-2.0" } ], "renewal_disposition": "include", "renewed_statistics": { "cases": 100, "decisions": 100, "types": { "choice": 100 } }, "source_reference": "SOURCES.md#fol_nli", "release_splits": [ { "dataset": "fol_nli", "split": "test", "path": "data/fol_nli/test", "cases": 100, "decisions": 100, "format": "parquet", "data_files": [ "data/fol_nli/test/00000-of-00001.parquet" ] } ] }, "followir_core17": { "description": "検索queryと文書の関連性を、個別のinstructionに従ってYes/Noで判断するFollowIRデータです。学習例と3評価suiteを統合し、評価では同一文書への指示変更前後の2判断を保持します。", "evaluation_policy": "Keep original/changed judgments in one case. Report both-correct accuracy separately for changed-label and unchanged-label pairs, by evaluation_suite. This derived Noul evaluation is not official p-MRR.", "evaluation_suite": "core17", "language": [ "en" ], "legacy_statistics": { "test": { "cases": 100, "decisions": 200 } }, "license_scope": "HF card licenses are recorded per source; original evaluation corpus redistribution terms are separate.", "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "followir", "structured_statistics": { "test": { "annotation_kinds": { "derived_relevance_label": 200 }, "counts": { "cases": 100, "decisions": 200, "labeled_decisions": 200 }, "decision_types": { "noul": 200 } } }, "task_types": { "noul": 200 }, "teacher_provenance": "Train: GPT-3.5 synthetic documents/labels filtered by Mistral; preserve source label, retain Mistral score only as metadata. Test: explicitly judged qrels > 0.", "upstream_datasets": [ { "license": "mit", "name": "mteb/Core17InstructionRetrieval", "revision": "67d8733dd0691f08f34ed9dda5941578cba8d91c", "url": "https://huggingface.co/datasets/mteb/Core17InstructionRetrieval", "license_before_2026_09_30_review": "mit", "license_source_before_2026_09_30_review": null, "license_reviewed_at": "2026-09-30", "license_review_status": "qualified", "license_source": "https://huggingface.co/datasets/mteb/Core17InstructionRetrieval/raw/main/README.md", "license_display": "MIT (annotations); NYT corpus access terms" } ], "renewal_disposition": "include_with_caveat", "renewed_statistics": { "cases": 100, "decisions": 200, "types": { "noul": 200 } }, "source_reference": "SOURCES.md#followir_core17", "release_splits": [ { "dataset": "followir_core17", "split": "test", "path": "data/followir_core17/test", "cases": 100, "decisions": 200, "format": "parquet", "data_files": [ "data/followir_core17/test/00000-of-00001.parquet" ] } ] }, "followir_news21": { "description": "検索queryと文書の関連性を、個別のinstructionに従ってYes/Noで判断するFollowIRデータです。学習例と3評価suiteを統合し、評価では同一文書への指示変更前後の2判断を保持します。", "evaluation_policy": "Keep original/changed judgments in one case. Report both-correct accuracy separately for changed-label and unchanged-label pairs, by evaluation_suite. This derived Noul evaluation is not official p-MRR.", "evaluation_suite": "news21", "language": [ "en" ], "legacy_statistics": { "test": { "cases": 100, "decisions": 200 } }, "license_scope": "HF card licenses are recorded per source; original evaluation corpus redistribution terms are separate.", "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "followir", "structured_statistics": { "test": { "annotation_kinds": { "derived_relevance_label": 200 }, "counts": { "cases": 100, "decisions": 200, "labeled_decisions": 200 }, "decision_types": { "noul": 200 } } }, "task_types": { "noul": 200 }, "teacher_provenance": "Train: GPT-3.5 synthetic documents/labels filtered by Mistral; preserve source label, retain Mistral score only as metadata. Test: explicitly judged qrels > 0.", "upstream_datasets": [ { "license": "MIT for the benchmark/derived release metadata; Washington Post corpus remains subject to its source agreement", "name": "mteb/News21InstructionRetrieval", "revision": "c6fffeb9cdd95c1ffa81c62c687b48b56352872b", "url": "https://huggingface.co/datasets/mteb/News21InstructionRetrieval", "license_before_2026_09_30_review": "mit", "license_source_before_2026_09_30_review": null, "license_reviewed_at": "2026-09-30", "license_review_status": "qualified", "license_source": "https://huggingface.co/datasets/mteb/News21InstructionRetrieval", "license_display": "MIT (annotations); Washington Post access terms" } ], "renewal_disposition": "include_with_caveat", "renewed_statistics": { "cases": 100, "decisions": 200, "types": { "noul": 200 } }, "source_reference": "SOURCES.md#followir_news21", "release_splits": [ { "dataset": "followir_news21", "split": "test", "path": "data/followir_news21/test", "cases": 100, "decisions": 200, "format": "parquet", "data_files": [ "data/followir_news21/test/00000-of-00001.parquet" ] } ] }, "followir_robust04": { "description": "検索queryと文書の関連性を、個別のinstructionに従ってYes/Noで判断するFollowIRデータです。学習例と3評価suiteを統合し、評価では同一文書への指示変更前後の2判断を保持します。", "evaluation_policy": "Keep original/changed judgments in one case. Report both-correct accuracy separately for changed-label and unchanged-label pairs, by evaluation_suite. This derived Noul evaluation is not official p-MRR.", "evaluation_suite": "robust04", "language": [ "en" ], "legacy_statistics": { "test": { "cases": 100, "decisions": 200 } }, "license_scope": "HF card licenses are recorded per source; original evaluation corpus redistribution terms are separate.", "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "followir", "structured_statistics": { "test": { "annotation_kinds": { "derived_relevance_label": 200 }, "counts": { "cases": 100, "decisions": 200, "labeled_decisions": 200 }, "decision_types": { "noul": 200 } } }, "task_types": { "noul": 200 }, "teacher_provenance": "Train: GPT-3.5 synthetic documents/labels filtered by Mistral; preserve source label, retain Mistral score only as metadata. Test: explicitly judged qrels > 0.", "upstream_datasets": [ { "license": "MIT (instruction/query additions); Robust04 underlying corpus is restricted research access", "name": "mteb/Robust04InstructionRetrieval", "revision": "0495a5cb69aa8fa5bca81bd56ac248911c19eeb6", "url": "https://huggingface.co/datasets/mteb/Robust04InstructionRetrieval", "license_before_2026_09_30_review": "mit", "license_source_before_2026_09_30_review": null, "license_reviewed_at": "2026-09-30", "license_review_status": "qualified", "license_source": "https://huggingface.co/datasets/mteb/Robust04InstructionRetrieval/blob/0495a5cb69aa8fa5bca81bd56ac248911c19eeb6/README.md", "license_display": "MIT (annotations); TREC research-access terms" } ], "renewal_disposition": "include_with_caveat", "renewed_statistics": { "cases": 100, "decisions": 200, "types": { "noul": 200 } }, "source_reference": "SOURCES.md#followir_robust04", "release_splits": [ { "dataset": "followir_robust04", "split": "test", "path": "data/followir_robust04/test", "cases": 100, "decisions": 200, "format": "parquet", "data_files": [ "data/followir_robust04/test/00000-of-00001.parquet" ] } ] }, "go_emotions": { "description": "短いオンライン投稿から、細かな感情カテゴリの該当を判断するデータセット。元の注釈をChoice・Noul・Scoreの該当形式で保持し、instructionと学習・評価用の分割を収録しています。", "evaluation_suite": null, "language": [ "en" ], "legacy_statistics": { "test": { "cases": 100, "decisions": 2800 } }, "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "go_emotions", 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"description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": 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"split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "miqa", "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 100 }, "counts": { "cases": 100, "decisions": 100, "labeled_decisions": 100 }, "decision_types": { "choice": 100 } } }, "task_types": { "choice": 100 }, "upstream_datasets": [ { "license": "cc-by-4.0 (HF card declaration)", "license_source": "https://huggingface.co/datasets/tasksource/miqa/blob/b0b4a19860eea1740f04a7836612ec239e08e838/README.md", "name": "tasksource/miqa", "revision": "b0b4a19860eea1740f04a7836612ec239e08e838", "url": "https://huggingface.co/datasets/tasksource/miqa", "license_before_2026_09_30_review": [ "apache-2.0", "cc-by-4.0" ], "license_source_before_2026_09_30_review": 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}, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "sdoh_nli", 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"large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, 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"dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "snli", "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 100 }, "counts": { "cases": 100, "decisions": 100, "labeled_decisions": 100 }, "decision_types": { "choice": 100 } } }, "task_types": { "choice": 100 }, "upstream_datasets": [ { "license": [ "cc-by-sa-4.0" ], "license_source": "https://huggingface.co/datasets/stanfordnlp/snli/raw/main/README.md", "name": "stanfordnlp/snli", "revision": "cdb5c3d5eed6ead6e5a341c8e56e669bb666725b", "url": "https://huggingface.co/datasets/stanfordnlp/snli", "license_before_2026_09_30_review": [ "cc-by-sa-4.0" ], "license_source_before_2026_09_30_review": "https://huggingface.co/datasets/stanfordnlp/snli/blob/cdb5c3d5eed6ead6e5a341c8e56e669bb666725b/README.md", "license_reviewed_at": "2026-09-30", "license_review_status": "qualified", "license_display": "CC BY-SA 4.0" } ], "renewal_disposition": "include_with_caveat", "renewed_statistics": { "cases": 100, "decisions": 100, "types": { "choice": 100 } }, "source_reference": "SOURCES.md#snli", "release_splits": [ { "dataset": "snli", "split": "test", "path": "data/snli/test", "cases": 100, "decisions": 100, "format": "parquet", "data_files": [ "data/snli/test/00000-of-00001.parquet" ] } ] }, "spartqa": { "description": "空間的な配置を記述した文章を読み、物体間の関係について質問に答えるデータセット。元の注釈をChoice・Noul・Scoreの該当形式で保持し、instructionと学習・評価用の分割を収録しています。", "evaluation_suite": null, "language": [ "en" ], "legacy_statistics": { "test": { "cases": 100, "decisions": 100 } }, "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": 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"split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "spartqa", "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 100 }, "counts": { "cases": 100, "decisions": 100, "labeled_decisions": 100 }, "decision_types": { "choice": 100 } } }, "task_types": { "choice": 100 }, "upstream_datasets": [ { "license": [ "mit" ], "license_source": "https://huggingface.co/datasets/tasksource/spartqa-mchoice/raw/main/README.md", "name": "tasksource/spartqa-mchoice", "revision": "d29ba456044649c3c2fe29c5ff429c3e6d80a97b", "url": "https://huggingface.co/datasets/tasksource/spartqa-mchoice", "license_before_2026_09_30_review": [ "mit" ], "license_source_before_2026_09_30_review": 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"Yasheng Wang", "Ruiming Tang" ], "doi": "10.18653/v1/2025.acl-long.1072", "is_paper": true, "source_confidence": "definitive_paper_link", "title": "CoIR: A Comprehensive Benchmark for Code Information Retrieval Models", "url": "https://aclanthology.org/2025.acl-long.1072/", "year": 2025 }, { "authors": [ "Tianyu Zheng", "Ge Zhang", "Tianhao Shen", "Xueling Liu", "Bill Yuchen Lin", "Jie Fu", "Wenhu Chen", "Xiang Yue" ], "doi": "10.48550/arXiv.2402.14658", "is_paper": true, "source_confidence": "definitive_paper_link", "title": "OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement", "url": "https://arxiv.org/abs/2402.14658", "year": 2024 } ], "short_description": "Multi-turn code feedback retrieval." }, "NanoCodeFeedbackST": { "bibtex": "@inproceedings{li2025coir,\n title = {{CoIR}: A Comprehensive Benchmark for Code Information Retrieval Models},\n author = {Li, Xiangyang and Dong, Kuicai and Lee, Yi Quan and Xia, Wei and Zhang, Hao and Dai, Xinyi and Wang, Yasheng and Tang, Ruiming},\n booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},\n pages = {22074--22091},\n year = {2025},\n address = {Vienna, Austria},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2025.acl-long.1072/},\n doi = {10.18653/v1/2025.acl-long.1072}\n}\n", "category": "code", "citation_keys": [ "li2025coir" ], "description": "Retrieves code-assistant responses for single-turn programming instructions from the CoIR CodeFeedback-ST task.", "document_text_stats": { "count": 10000, "max_chars": 11353, "mean_chars": 1538.7276, "median_chars": 1407.0, "min_chars": 1 }, "language": "en", "language_detection": { "detector": "fast-langdetect", "document": { "languages": { "en": 98.08 }, "sample_count": 10000 }, "main_language_percent": 10.0, "min_language_percent": 0.5, "query": { "languages": { "en": 100.0 }, "sample_count": 200 } }, "languages": [ "en" ], "query_text_stats": { "count": 200, "max_chars": 3406, "mean_chars": 730.515, "median_chars": 598.5, "min_chars": 57 }, "references": [ { "authors": [ "Xiangyang Li", "Kuicai Dong", "Yi Quan Lee", "Wei Xia", "Hao Zhang", "Xinyi Dai", "Yasheng Wang", "Ruiming Tang" ], "doi": "10.18653/v1/2025.acl-long.1072", "is_paper": true, "source_confidence": "definitive_paper_link", "title": "CoIR: A Comprehensive Benchmark for Code Information Retrieval Models", "url": "https://aclanthology.org/2025.acl-long.1072/", "year": 2025 } ], "short_description": "Single-turn code feedback retrieval." }, "NanoCodeSearchNet": { "bibtex": "@inproceedings{li2025coir,\n title = {{CoIR}: A Comprehensive Benchmark for Code Information Retrieval Models},\n author = {Li, Xiangyang and Dong, Kuicai and Lee, Yi Quan and Xia, Wei and Zhang, Hao and Dai, Xinyi and Wang, Yasheng and Tang, Ruiming},\n booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},\n pages = {22074--22091},\n year = {2025},\n address = {Vienna, Austria},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2025.acl-long.1072/},\n doi = {10.18653/v1/2025.acl-long.1072}\n}\n\n@article{husain2019codesearchnet,\n title = {{CodeSearchNet} Challenge: Evaluating the State of Semantic Code Search},\n author = {Husain, Hamel and Wu, Ho-Hsiang and Gazit, Tiferet and Allamanis, Miltiadis and Brockschmidt, Marc},\n journal = {arXiv preprint arXiv:1909.09436},\n year = {2019},\n url = {https://arxiv.org/abs/1909.09436},\n doi = {10.48550/arXiv.1909.09436}\n}\n", "category": "code", "citation_keys": [ "li2025coir", "husain2019codesearchnet" ], "description": "Uses CodeSearchNet pairs to retrieve the natural-language summary or documentation associated with a code snippet.", "document_text_stats": { "count": 10000, "max_chars": 2610, "mean_chars": 86.072, "median_chars": 65.0, "min_chars": 8 }, "language": "en", 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Gazit", "Miltiadis Allamanis", "Marc Brockschmidt" ], "doi": "10.48550/arXiv.1909.09436", "is_paper": true, "source_confidence": "definitive_paper_link", "title": "CodeSearchNet Challenge: Evaluating the State of Semantic Code Search", "url": "https://arxiv.org/abs/1909.09436", "year": 2019 } ], "short_description": "CodeSearchNet code-summary retrieval." }, "NanoCodeSearchNetCCR": { "bibtex": "@inproceedings{li2025coir,\n title = {{CoIR}: A Comprehensive Benchmark for Code Information Retrieval Models},\n author = {Li, Xiangyang and Dong, Kuicai and Lee, Yi Quan and Xia, Wei and Zhang, Hao and Dai, Xinyi and Wang, Yasheng and Tang, Ruiming},\n booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},\n pages = {22074--22091},\n year = {2025},\n address = {Vienna, Austria},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2025.acl-long.1072/},\n doi = 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"authors": [ "Xiangyang Li", "Kuicai Dong", "Yi Quan Lee", "Wei Xia", "Hao Zhang", "Xinyi Dai", "Yasheng Wang", "Ruiming Tang" ], "doi": "10.18653/v1/2025.acl-long.1072", "is_paper": true, "source_confidence": "definitive_paper_link", "title": "CoIR: A Comprehensive Benchmark for Code Information Retrieval Models", "url": "https://aclanthology.org/2025.acl-long.1072/", "year": 2025 } ], "short_description": "CodeSearchNet code-context retrieval." }, "NanoCodeTransOceanContest": { "bibtex": "@inproceedings{li2025coir,\n title = {{CoIR}: A Comprehensive Benchmark for Code Information Retrieval Models},\n author = {Li, Xiangyang and Dong, Kuicai and Lee, Yi Quan and Xia, Wei and Zhang, Hao and Dai, Xinyi and Wang, Yasheng and Tang, Ruiming},\n booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},\n pages = {22074--22091},\n year = {2025},\n address = {Vienna, Austria},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2025.acl-long.1072/},\n doi = {10.18653/v1/2025.acl-long.1072}\n}\n\n@inproceedings{yan2023codetransocean,\n title = {{CodeTransOcean}: A Comprehensive Multilingual Benchmark for Code Translation},\n author = {Yan, Weixiang and Tian, Yuchen and Li, Yunzhe and Chen, Qian and Wang, Wen},\n booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2023},\n pages = {5067--5089},\n year = {2023},\n address = {Singapore},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2023.findings-emnlp.337/},\n doi = {10.18653/v1/2023.findings-emnlp.337}\n}\n", "category": "code", "citation_keys": [ "li2025coir", "yan2023codetransocean" ], "description": "Uses CodeTransOcean contest data to retrieve semantically equivalent competitive-programming solutions across programming languages.", "document_text_stats": { "count": 1008, "max_chars": 10876, "mean_chars": 1528.720238095238, "median_chars": 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"doi": "10.18653/v1/2023.findings-emnlp.337", "is_paper": true, "source_confidence": "definitive_paper_link", "title": "CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation", "url": "https://aclanthology.org/2023.findings-emnlp.337/", "year": 2023 } ], "short_description": "Cross-language contest code retrieval." }, "NanoCodeTransOceanDL": { "bibtex": "@inproceedings{li2025coir,\n title = {{CoIR}: A Comprehensive Benchmark for Code Information Retrieval Models},\n author = {Li, Xiangyang and Dong, Kuicai and Lee, Yi Quan and Xia, Wei and Zhang, Hao and Dai, Xinyi and Wang, Yasheng and Tang, Ruiming},\n booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},\n pages = {22074--22091},\n year = {2025},\n address = {Vienna, Austria},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2025.acl-long.1072/},\n doi = 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"title": "CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation", "url": "https://aclanthology.org/2023.findings-emnlp.337/", "year": 2023 } ], "short_description": "Deep-learning framework code retrieval." }, "NanoCosQA": { "bibtex": "@inproceedings{li2025coir,\n title = {{CoIR}: A Comprehensive Benchmark for Code Information Retrieval Models},\n author = {Li, Xiangyang and Dong, Kuicai and Lee, Yi Quan and Xia, Wei and Zhang, Hao and Dai, Xinyi and Wang, Yasheng and Tang, Ruiming},\n booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},\n pages = {22074--22091},\n year = {2025},\n address = {Vienna, Austria},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2025.acl-long.1072/},\n doi = {10.18653/v1/2025.acl-long.1072}\n}\n\n@inproceedings{huang2021cosqa,\n title = {{CoSQA}: 20,000+ Web Queries for Code Search and Question Answering},\n author = {Huang, Junjie and Tang, Duyu and Shou, Linjun and Gong, Ming and Xu, Ke and Jiang, Daxin and Zhou, Ming and Duan, Nan},\n booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},\n pages = {5690--5700},\n year = {2021},\n address = {Online},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2021.acl-long.442/},\n doi = {10.18653/v1/2021.acl-long.442}\n}\n", "category": "code", "citation_keys": [ "li2025coir", "huang2021cosqa" ], "description": "Uses CoSQA web queries to retrieve relevant Python code, testing short natural-language code search with lexical and semantic gaps.", "document_text_stats": { "count": 6267, "max_chars": 6395, "mean_chars": 307.6144885910324, "median_chars": 258.0, "min_chars": 87 }, "language": "en", "language_detection": { "detector": "fast-langdetect", "document": { 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"source_confidence": "definitive_paper_link", "title": "CoSQA: 20,000+ Web Queries for Code Search and Question Answering", "url": "https://aclanthology.org/2021.acl-long.442/", "year": 2021 } ], "short_description": "Web-query-to-code retrieval." }, "NanoStackOverflowQA": { "bibtex": "@inproceedings{li2025coir,\n title = {{CoIR}: A Comprehensive Benchmark for Code Information Retrieval Models},\n author = {Li, Xiangyang and Dong, Kuicai and Lee, Yi Quan and Xia, Wei and Zhang, Hao and Dai, Xinyi and Wang, Yasheng and Tang, Ruiming},\n booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},\n pages = {22074--22091},\n year = {2025},\n address = {Vienna, Austria},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2025.acl-long.1072/},\n doi = {10.18653/v1/2025.acl-long.1072}\n}\n", "category": "code", "citation_keys": [ "li2025coir" ], "description": "Retrieves relevant 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"https://aclanthology.org/2025.acl-long.1072/", "year": 2025 } ], "short_description": "StackOverflow code QA retrieval." }, "NanoSyntheticText2SQL": { "bibtex": "@inproceedings{li2025coir,\n title = {{CoIR}: A Comprehensive Benchmark for Code Information Retrieval Models},\n author = {Li, Xiangyang and Dong, Kuicai and Lee, Yi Quan and Xia, Wei and Zhang, Hao and Dai, Xinyi and Wang, Yasheng and Tang, Ruiming},\n booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},\n pages = {22074--22091},\n year = {2025},\n address = {Vienna, Austria},\n publisher = {Association for Computational Linguistics},\n url = {https://aclanthology.org/2025.acl-long.1072/},\n doi = {10.18653/v1/2025.acl-long.1072}\n}\n\n@software{gretel2024syntheticsql,\n title = {{Synthetic-Text-To-SQL}: A synthetic dataset for training language models to generate SQL queries from natural language prompts},\n author = {Meyer, Yev and Emadi, Marjan and Nathawani, Dhruv and Ramaswamy, Lipika and Boyd, Kendrick and Van Segbroeck, Maarten and Grossman, Matthew and Mlocek, Piotr and Newberry, Drew},\n month = {April},\n year = {2024},\n url = {https://huggingface.co/datasets/gretelai/synthetic-text-to-sql}\n}\n", "category": "code", "citation_keys": [ "li2025coir", "gretel2024syntheticsql" ], "description": "Retrieves SQL statements for natural-language database questions using the Gretel synthetic text-to-SQL dataset adapted in CoIR.", "document_text_stats": { "count": 10000, "max_chars": 730, "mean_chars": 130.6048, "median_chars": 111.0, "min_chars": 20 }, "language": "en", "language_detection": { "detector": "fast-langdetect", "document": { "languages": { "en": 99.06 }, "sample_count": 10000 }, "main_language_percent": 10.0, "min_language_percent": 0.5, "query": { "languages": { "en": 100.0 }, "sample_count": 200 } }, "languages": [ "en" ], "query_text_stats": { "count": 200, "max_chars": 188, "mean_chars": 102.935, "median_chars": 99.0, "min_chars": 49 }, "references": [ { "authors": [ "Xiangyang Li", "Kuicai Dong", "Yi Quan Lee", "Wei Xia", "Hao Zhang", "Xinyi Dai", "Yasheng Wang", "Ruiming Tang" ], "doi": "10.18653/v1/2025.acl-long.1072", "is_paper": true, "source_confidence": "definitive_paper_link", "title": "CoIR: A Comprehensive Benchmark for Code Information Retrieval Models", "url": "https://aclanthology.org/2025.acl-long.1072/", "year": 2025 }, { "authors": [ "Yev Meyer", "Marjan Emadi", "Dhruv Nathawani", "Lipika Ramaswamy", "Kendrick Boyd", "Maarten Van Segbroeck", "Matthew Grossman", "Piotr Mlocek", "Drew Newberry" ], "is_paper": false, "source_confidence": "probably_correct", "title": "Synthetic-Text-To-SQL: A synthetic dataset for training language models to generate SQL queries from natural language prompts", "url": "https://huggingface.co/datasets/gretelai/synthetic_text_to_sql", "year": 2024 } ], "short_description": "Text-to-SQL retrieval." } }, "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 800 }, "counts": { "cases": 800, "decisions": 800, "labeled_decisions": 800 }, "decision_types": { "score": 800 } } }, "task_types": { "score": 800, "noul": 800 }, "upstream_datasets": [ { "license": "MIT; non-commercial research only", "name": "NanoApps", "revision": "f6fa3c5c630d51870e260d00ebccdb32abb0afb6", "url": "https://huggingface.co/datasets/hakari-bench/NanoCoIR", "license_before_2026_09_30_review": "unknown", "license_source_before_2026_09_30_review": null, "license_reviewed_at": "2026-09-30", "license_review_status": "qualified", "license_source": "https://aclanthology.org/2025.acl-long.1072.pdf", "license_display": "Non-commercial research only" }, { "license": "Apache-2.0", "name": "NanoCodeFeedbackMT", "revision": "f6fa3c5c630d51870e260d00ebccdb32abb0afb6", "url": "https://huggingface.co/datasets/hakari-bench/NanoCoIR", "license_before_2026_09_30_review": "unknown", "license_source_before_2026_09_30_review": null, 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"2026-09-30", "license_review_status": "qualified", "license_source": "https://aclanthology.org/2025.acl-long.1072.pdf", "license_display": "Non-commercial research only" }, { "license": "CC BY-SA 3.0", "name": "NanoStackOverflowQA", "revision": "f6fa3c5c630d51870e260d00ebccdb32abb0afb6", "url": "https://huggingface.co/datasets/hakari-bench/NanoCoIR", "license_before_2026_09_30_review": "unknown", "license_source_before_2026_09_30_review": null, "license_reviewed_at": "2026-09-30", "license_review_status": "qualified", "license_source": "https://aclanthology.org/2025.acl-long.1072.pdf", "license_display": "CC BY-SA 3.0" }, { "license": "Apache-2.0", "name": "NanoSyntheticText2SQL", "revision": "f6fa3c5c630d51870e260d00ebccdb32abb0afb6", "url": "https://huggingface.co/datasets/hakari-bench/NanoCoIR", "license_before_2026_09_30_review": "unknown", "license_source_before_2026_09_30_review": null, "license_reviewed_at": "2026-09-30", "license_review_status": "verified", "license_source": 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P(true)=expected source utility; P(false)=1-P(true)." }, "source_task_types": { "score": 800 }, "structured_statistics_scope": "Parent sampling statistics; current dual-task counts in renewed_statistics and manifests.", "release_splits": [ { "dataset": "synthetic_relevance__nanocoir", "split": "test", "path": "data/synthetic_relevance__nanocoir/test", "cases": 800, "decisions": 1600, "format": "parquet", "data_files": [ "data/synthetic_relevance__nanocoir/test/00000-of-00001.parquet" ] } ] }, "temporal_nli": { "description": "時間に関する表現や出来事の関係を読み、文間の含意を判断するデータセット。元の注釈をChoice・Noul・Scoreの該当形式で保持し、instructionと学習・評価用の分割を収録しています。", "evaluation_suite": null, "language": [ "en" ], "legacy_statistics": { "test": { "cases": 100, "decisions": 100 } }, "schema": { "input": { "state_json": { "dtype": "large_string", "_type": "Value" }, "decisions": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "temporal_nli", "structured_statistics": { "test": { "annotation_kinds": { "hard_label": 100 }, "counts": { "cases": 100, "decisions": 100, "labeled_decisions": 100 }, "decision_types": { "choice": 100 } } }, "task_types": { "choice": 100 }, "upstream_datasets": [ { "license": [ "apache-2.0" ], "license_source": "https://huggingface.co/datasets/tasksource/temporal-nli/raw/main/README.md", "name": "tasksource/temporal-nli", "revision": "d5cedbbdb9f1e7591569ebaf7cf1dd238f0b624b", "url": "https://huggingface.co/datasets/tasksource/temporal-nli", "license_before_2026_09_30_review": [ "apache-2.0" ], "license_source_before_2026_09_30_review": 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"_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "type": { "dtype": "string", "_type": "Value" }, "instructions_json": { "dtype": "large_string", "_type": "Value" }, "system_prompt": { "dtype": "large_string", "_type": "Value" }, "criteria": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "description_json": { "dtype": "large_string", "_type": "Value" }, "value": { "dtype": "float64", "_type": "Value" } }, "_type": "List" }, "documents": { "feature": { "id": { "dtype": "string", "_type": "Value" }, "content_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "scoring": { "dtype": "string", "_type": "Value" } }, "_type": "List" } }, "targets": { "feature": { "decision_id": { "dtype": "string", "_type": "Value" }, "kind": { "dtype": "string", "_type": "Value" }, "annotation_kind": { "dtype": "string", "_type": "Value" }, "ids": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { 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"dtype": "string", "_type": "Value" }, "_type": "List" }, "probabilities": { "feature": { "dtype": "float64", "_type": "Value" }, "_type": "List" }, "metadata_json": { "dtype": "large_string", "_type": "Value" } }, "_type": "List" }, "split": { "dtype": "string", "_type": "Value" }, "case_id": { "dtype": "string", "_type": "Value" }, "group_id": { "dtype": "string", "_type": "Value" }, "language": { "dtype": "string", "_type": "Value" }, "input_hash": { "dtype": "string", "_type": "Value" } }, "source_subset": "typed_decisions", "structured_statistics": { "test": { "annotation_kinds": { "teacher_distribution": 500 }, "counts": { "cases": 100, "decisions": 500, "labeled_decisions": 500 }, "decision_types": { "choice": 148, "noul": 152, "score": 200 } } }, "task_types": { "choice": 148, "noul": 152, "score": 200 }, "upstream_datasets": [ { "license": [ "apache-2.0" ], "license_source": "https://huggingface.co/datasets/LocalLLaMA/typed-decisions/blob/main/README.md", "name": 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"soft_high": { "available": 0, "selected": 0 }, "soft_low": { "available": 0, "selected": 0 } } }, { "axis": "noul:REVOKE SESSIONS", "label": "true", "available": 1, "desired": 1, "selected": 1, "unavailable": false, "missing": false, "shortfall": 0, "confidence_bands": { "hard": { "available": 1, "selected": 1 }, "soft_high": { "available": 0, "selected": 0 }, "soft_low": { "available": 0, "selected": 0 } } } ] } }, "shortage": 0, "replacement": false, "candidate_order": "preserve_source", "labels": "unchanged", "group_policy": "preserve IDs; sampled cases remain test, not a new group partition", "selected_group_count": 26, "repeated_exact_inputs": 0, "source_fingerprint": "b63b3f9fc7dffb6b", "logical_rows_sha256": "f01a85878f75d977b1f4e6f4160fe330f05bbab0bdc7591a5a3480782e2304c9" }, "evaluation_only": true, "upstream_pool_declared_license_counts": { "CC0-1.0": 12750 }, "declared_license_counts": { "CC0-1.0": 100 }, "release_splits": [ { "dataset": "open_jev__workflow-controls-v1__security_incidents", "path": "data/open_jev__workflow-controls-v1__security_incidents/test", "split": "test", "cases": 100, "decisions": 100, "unlabeled_decisions": 0, "format": "parquet", "data_files": [ "data/open_jev__workflow-controls-v1__security_incidents/test/00000-of-00001.parquet" ] } ] } }, "description": "S1MB combines specialized typed-decision benchmarks with original synthetic tests of adaptation to diverse instructions, contexts and criteria.", "description_ja": "S1MBは、専門ベンチマークと独自の合成評価セットを組み合わせ、型付き判断および指示・文脈・判断基準への適応を評価します。", "exceptions_file": "sampling-exceptions.json", "followir_policy": "Separate configs per evaluation_suite", "format": "system_one.v1", "full_name": "System One Mosaic Benchmark", "input_policy": "input only; no targets, provenance or legacy auxiliary data", "name": "S1MB-dataset", "samples_per_role": 100, "sampling": "balanced-v1: single-axis Noul/fixed Choice equal quotas; multi-axis rare-label case coverage; fixed classes may exceed cap; soft labels preserved. FollowIR unchanged; Nano groups retained. Test only. Synthetic GPT-6 Astra additions retain all 100 source cases per subset without sampling. Open-Jev: seed 42, up to 100 original test judgments per subset, proportional task quotas then balanced-v1 strict-cap within each task; no replacement; source rows and order unchanged. 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