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OSGKeyboard/ModelTraining/ClipboardSemantics/open-training-sources.json
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2026-08-27 10:23:44 +00:00

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{
"baseCorpusRecords": 17692,
"combinedCorpusSHA256": "f111bc7425912213082e01038b52dd3d25fe21418d156f532da8f01f27fa16e4",
"combinedRecords": 21537,
"excludedBaseOverlap": 6,
"excludedHoldoutOverlap": 72,
"excludedSources": [
{
"dataset": "MIDAS",
"reason": "Upstream deleted da_data in commit 509eb7e78b6661e54883fe3522ba60aaddcf69f2; deleted data is not resurrected for training."
},
{
"dataset": "DailyDialog / EmpatheticDialogues / Switchboard",
"reason": "Non-commercial license restriction."
},
{
"dataset": "NormDial / xLLMs Dialogue Greetings",
"reason": "No clear standard dataset license."
},
{
"dataset": "Schema-Guided Dialogue",
"reason": "CC-BY-SA-4.0 compatibility requires legal review."
},
{
"dataset": "Stanford Politeness Corpus",
"reason": "The downloadable archive does not include an explicit corpus license; source comments may carry ShareAlike obligations."
},
{
"dataset": "CPED",
"reason": "The Apache repository license does not establish commercial training rights for dialogue transcribed from copyrighted TV shows."
},
{
"dataset": "Tianji Wishes / Birthday Quotes",
"reason": "Dataset-level licenses do not provide a sufficiently clear per-record source or synthetic-generation rights chain."
},
{
"dataset": "Verified Enron Intent / GitHub issue holdout source",
"reason": "No clean official train split independent from the frozen holdout."
}
],
"openTrainingRecords": 3845,
"policy": "Licensed official training splits only. Per-record knownLabels prevent unannotated intents from becoming false negatives. Exact normalized text overlap with every local *holdout-corpus.jsonl file is excluded.",
"schemaVersion": 1,
"seed": 20260827,
"sources": [
{
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"knownLabelCounts": {
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"task": 258
},
"languages": {
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},
"license": "Apache-2.0",
"records": 544,
"revision": "df82c9fdff91b9b130f2d6b89110d3870ba6260e",
"url": "https://github.com/thu-coai/CrossWOZ/blob/df82c9fdff91b9b130f2d6b89110d3870ba6260e/data/crosswoz/train.json.zip"
},
{
"dataset": "Google Research GoEmotions",
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},
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},
"license": "Apache-2.0",
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"url": "https://github.com/google-research/google-research/blob/5d8f4ac97c873bde3a792ba4628f00bb9103d3e6/goemotions/data/train.tsv"
},
{
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"question": 138,
"scheduleNegotiation": 4,
"task": 90
},
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},
"license": "CC-BY-4.0",
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"url": "https://github.com/google-research-datasets/Taskmaster/tree/d92cb6af3005f1dc09c39e75e7daf4a04905e00b/TM-1-2019"
},
{
"dataset": "Meituan-Dianping/ASAP",
"knownLabelCounts": {
"complaint": 500,
"sentiment": 1000
},
"languages": {
"zh-Hans": 1000
},
"license": "Apache-2.0",
"records": 1000,
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"url": "https://github.com/Meituan-Dianping/ASAP/blob/975122a60065240124df62cb4d5dbfd19ed9ef2c/data/train.csv"
},
{
"dataset": "MultiDoGO",
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"task": 222
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"languages": {
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"license": "CDLA-Permissive-1.0",
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"revision": "baa30639c4b271f394b81443c842193407cdf26d",
"url": "https://github.com/awslabs/multi-domain-goal-oriented-dialogues-dataset/blob/baa30639c4b271f394b81443c842193407cdf26d/data/paper_splits/splits_annotated_at_turn_level/software/train.tsv"
}
],
"unavailableSources": [
{
"dataset": "MASSIVE",
"reason": "URLError: <urlopen error [SSL: UNEXPECTED_EOF_WHILE_READING] EOF occurred in violation of protocol (_ssl.c:1000)>"
},
{
"dataset": "CLINC150",
"reason": "URLError: <urlopen error [SSL: UNEXPECTED_EOF_WHILE_READING] EOF occurred in violation of protocol (_ssl.c:1000)>"
},
{
"dataset": "CFPB",
"reason": "URLError: <urlopen error [SSL: UNEXPECTED_EOF_WHILE_READING] EOF occurred in violation of protocol (_ssl.c:1000)>"
}
]
}