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Merged
julien-c merged 3 commits into from
Apr 14, 2022
Merged

Generate tasks.json taxonomy from huggingface_hub #4154

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ba36cb0
Update tasks.json
julien-c Apr 12, 2022
65af299
recompute export
julien-c Apr 13, 2022
8732842
honor `hideInDatasets`
julien-c Apr 13, 2022
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106 changes: 51 additions & 55 deletions src/datasets/utils/resources/tasks.json
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Original file line number Diff line number Diff line change
Expand Up @@ -13,10 +13,10 @@
"type": "audio"
},
"automatic-speech-recognition": {
"type": "multimodal"
"type": "audio"
},
"conversational": {
"type": "text",
"type": "nlp",
"subtasks": [
"dialogue-generation"
]
Expand All @@ -25,90 +25,96 @@
"type": "multimodal"
},
"fill-mask": {
"type": "text",
"type": "nlp",
"subtasks": [
"slot-filling",
"masked-language-modeling"
]
},
"image-classification": {
"type": "image",
"type": "cv",
"subtasks": [
"multi-label-image-classification",
"multi-class-image-classification"
]
},
"image-segmentation": {
"type": "image",
"type": "cv",
"subtasks": [
"instance-segmentation",
"semantic-segmentation",
"panoptic-segmentation"
]
},
"image-to-image": {
"type": "cv"
},
"image-to-text": {
"type": "multimodal",
"subtasks": [
"image-captioning"
]
},
"multiple-choice": {
"type": "text",
"type": "nlp",
"subtasks": [
"multiple-choice-qa",
"multiple-choice-coreference-resolution"
]
},
"object-detection": {
"type": "image",
"type": "cv",
"subtasks": [
"face-detection",
"vehicle-detection"
]
},
"other": {
"type": "other"
},
"question-answering": {
"type": "text",
"aliases": [
"extractive-question-answering"
],
"type": "nlp",
"subtasks": [
"extractive-qa",
"open-domain-qa",
"closed-domain-qa"
]
},
"sentence-similarity": {
"type": "text"
"type": "nlp"
},
"summarization": {
"type": "nlp",
"subtasks": [
"news-articles-summarization",
"news-articles-headline-generation"
]
},
"table-question-answering": {
"type": "nlp"
},
"table-to-text": {
"type": "nlp",
"subtasks": [
"rdf-to-text"
]
},
"tabular-classification": {
"type": "text",
"type": "structured",
"subtasks": [
"tabular-multi-class-classification",
"tabular-multi-label-classification",
"tabular-single-column-regression"
]
},
"tabular-to-text": {
"type": "text",
"type": "structured",
"subtasks": [
"rdf-to-text"
]
},
"summarization": {
"type": "text",
"subtasks": [
"news-articles-summarization",
"news-articles-headline-generation"
]
},
"table-to-text": {
"type": "text"
},
"table-question-answering": {
"type": "text"
},
"text-classification": {
"type": "text",
"type": "nlp",
"subtasks": [
"acceptability-classification",
"entity-linking-classification",
Expand All @@ -128,14 +134,14 @@
]
},
"text-generation": {
"type": "text",
"type": "nlp",
"subtasks": [
"dialogue-modeling",
"language-modeling"
]
},
"text-retrieval": {
"type": "text",
"type": "nlp",
"subtasks": [
"document-retrieval",
"utterance-retrieval",
Expand All @@ -146,18 +152,11 @@
"text-to-image": {
"type": "multimodal"
},
"text-to-tabular": {
"type": "text",
"subtasks": [
"relation-extraction",
"semantic-role-labeling"
]
},
"text-to-speech": {
"type": "multimodal"
"type": "audio"
},
"text2text-generation": {
"type": "text",
"type": "nlp",
"subtasks": [
"text-simplification",
"explanation-generation",
Expand All @@ -169,45 +168,42 @@
]
},
"time-series-forecasting": {
"type": "time series",
"type": "structured",
"subtasks": [
"univariate-time-series-forecasting",
"multivariate-time-series-forecasting"
]
},
"token-classification": {
"type": "text",
"aliases": [
"structure-prediction"
],
"type": "nlp",
"subtasks": [
"named-entity-recognition",
"part-of-speech-tagging",
"part-of-speech",
"parsing",
"lemmatization",
"word-sense-disambiguation",
"coreference-resolution"
]
},
"translation": {
"type": "text"
"type": "nlp"
},
"unconditional-image-generation": {
"type": "cv"
},
"visual-question-answering": {
"type": "multimodal"
"type": "multimodal",
"subtasks": [
"visual-question-answering"
]
},
"voice-activity-detection": {
"type": "audio"
},
"zero-shot-classification": {
"type": "text"
"type": "nlp"
},
"zero-shot-image-classification": {
"type": "multimodal"
},
"reinforcement-learning": {
"type": "other"
},
"other": {
"type": "other"
"type": "cv"
}
}