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OSGKeyboard/ModelTraining/ClipboardSemantics/comprehensive-online-holdout-sources.json
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2026-08-27 18:01:46 +08:00

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{
"containsProjectUserClipboardData": false,
"corpusSHA256": "34387615f5721dc645edcc7c7feb2bd30b27c362a314aad6159fbc9e5baadf8c",
"coverage": {
"blessing": {
"en": {
"negative": 13107,
"positive": 69
},
"zh-Hans": {
"negative": 28002,
"positive": 17
}
},
"complaint": {
"en": {
"negative": 12742,
"positive": 434
},
"zh-Hans": {
"negative": 27749,
"positive": 270
}
},
"confirmationDecision": {
"en": {
"negative": 13164,
"positive": 12
},
"zh-Hans": {
"negative": 27962,
"positive": 57
}
},
"followUpReminder": {
"en": {
"negative": 13051,
"positive": 125
},
"zh-Hans": {
"negative": 27754,
"positive": 265
}
},
"invitation": {
"en": {
"negative": 13115,
"positive": 61
},
"zh-Hans": {
"negative": 27946,
"positive": 73
}
},
"question": {
"en": {
"negative": 10520,
"positive": 2656
},
"zh-Hans": {
"negative": 20835,
"positive": 7184
}
},
"replyable": {
"en": {
"negative": 2295,
"positive": 10881
},
"zh-Hans": {
"negative": 1593,
"positive": 26426
}
},
"scheduleNegotiation": {
"en": {
"negative": 13109,
"positive": 67
},
"zh-Hans": {
"negative": 28015,
"positive": 4
}
},
"task": {
"en": {
"negative": 12057,
"positive": 1119
},
"zh-Hans": {
"negative": 27360,
"positive": 659
}
}
},
"generatedFromOnlineSources": true,
"holdoutPolicy": "Frozen online evaluation only. These records are excluded from training, model selection, and threshold calibration.",
"labelCorrection": {
"reason": "An initial prelabel audit found obvious surface questions, invitations, schedule alternatives, reminders, and wishes that source intent schemas did not encode. A second audit removed quoted, sarcastic, and substring-only blessing matches. Deterministic label rules were corrected before the frozen evaluation.",
"supersededCorpusSHA256": [
"36f736f69e0c9ac42262d2b57640f9889534ffdc6e70da67fda6f41d7211b2f9",
"baffdfff4b5436810c45d92d28c5885d8ed475b878531220852ae6f2a55011e4"
]
},
"labelingMethod": "Original dataset labels are retained where available. Product intents not present in source schemas use conservative lexical mapping; metrics must therefore be read with per-source results and label-coverage counts.",
"profile": "comprehensive",
"recordCount": 41195,
"seed": 20260831,
"sentimentCoverage": {
"en": {
"negative": 1605,
"neutral": 9578,
"positive": 1993
},
"zh-Hans": {
"negative": 11934,
"neutral": 10191,
"positive": 5894
}
},
"sources": [
{
"dataset": "CFPB via hpe-ai/customer-complaints",
"license": "CC0-1.0 source / Apache-2.0 mirror",
"records": 250,
"url": "https://huggingface.co/datasets/hpe-ai/customer-complaints"
},
{
"dataset": "Meituan-Dianping/ASAP",
"license": "Apache-2.0",
"records": 120,
"revision": "975122a60065240124df62cb4d5dbfd19ed9ef2c",
"url": "https://github.com/Meituan-Dianping/asap"
},
{
"dataset": "AmazonScience/MASSIVE",
"license": "CC-BY-4.0",
"records": 5817,
"url": "https://huggingface.co/datasets/AmazonScience/massive"
},
{
"dataset": "Verified Enron Intent Dataset",
"license": "MIT / public Enron source corpus",
"records": 3537,
"url": "https://github.com/vseledkin/enron_intent_dataset_verified"
},
{
"dataset": "CPED",
"license": "Apache-2.0",
"records": 25049,
"url": "https://github.com/qftie/CPED"
},
{
"dataset": "Google Research GoEmotions",
"license": "Apache-2.0",
"records": 5418,
"url": "https://huggingface.co/datasets/google-research-datasets/go_emotions"
},
{
"dataset": "Sulak2020 GitHub issues multi-repo dataset",
"license": "CC-BY-4.0 with per-record attribution",
"records": 1004,
"url": "https://huggingface.co/datasets/Sulak2020/github-issues-multirepo-datasets-Sulakshana"
}
]
}