167 lines
4.4 KiB
JSON
167 lines
4.4 KiB
JSON
{
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"containsProjectUserClipboardData": false,
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}
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"invitation": {
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},
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"holdoutPolicy": "Frozen online evaluation only. These records are excluded from training, model selection, and threshold calibration.",
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"labelCorrection": {
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"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.",
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]
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},
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"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.",
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"profile": "comprehensive",
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"recordCount": 41195,
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"seed": 20260831,
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}
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},
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"sources": [
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{
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"dataset": "CFPB via hpe-ai/customer-complaints",
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"license": "CC0-1.0 source / Apache-2.0 mirror",
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"records": 250,
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"url": "https://huggingface.co/datasets/hpe-ai/customer-complaints"
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},
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{
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"dataset": "Meituan-Dianping/ASAP",
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"license": "Apache-2.0",
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"records": 120,
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"revision": "975122a60065240124df62cb4d5dbfd19ed9ef2c",
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"url": "https://github.com/Meituan-Dianping/asap"
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},
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{
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"dataset": "AmazonScience/MASSIVE",
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"license": "CC-BY-4.0",
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"records": 5817,
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"url": "https://huggingface.co/datasets/AmazonScience/massive"
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},
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{
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"dataset": "Verified Enron Intent Dataset",
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"license": "MIT / public Enron source corpus",
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"records": 3537,
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"url": "https://github.com/vseledkin/enron_intent_dataset_verified"
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},
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{
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"dataset": "CPED",
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"license": "Apache-2.0",
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"records": 25049,
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"url": "https://github.com/qftie/CPED"
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},
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{
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"dataset": "Google Research GoEmotions",
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"license": "Apache-2.0",
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"records": 5418,
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"url": "https://huggingface.co/datasets/google-research-datasets/go_emotions"
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},
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{
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"dataset": "Sulak2020 GitHub issues multi-repo dataset",
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"license": "CC-BY-4.0 with per-record attribution",
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"records": 1004,
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"url": "https://huggingface.co/datasets/Sulak2020/github-issues-multirepo-datasets-Sulakshana"
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}
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]
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}
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