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{
"conditional-text-generation": {
"description": "data-to-text and text transduction tasks such as translation or summarization",
"options": [
"machine-translation",
"sentence-splitting-fusion",
"summarization",
"table-to-text",
"text-simplification",
"explanation-generation",
"other-stuctured-to-text",
"other"
]
},
"question-answering": {
"description": "question answering tasks",
"options": [
"open-domain-qa",
"closed-domain-qa",
"multiple-choice-qa",
"extractive-qa",
"abstractive-qa",
"other"
]
},
"sequence-modeling": {
"description": "such as language modeling or dialogue",
"options": [
"dialogue-modeling",
"language-modeling",
"other-multi-turn",
"slot-filling",
"other"
]
},
"structure-prediction": {
"description": "predicting structural properties of the text, such as syntax",
"options": [
"coreference-resolution",
"named-entity-recognition",
"part-of-speech-tagging",
"parsing",
"other"
]
},
"text-classification": {
"description": "predicting a class index or boolean value",
"options": [
"acceptability-classification",
"entity-linking-classification",
"fact-checking",
"intent-classification",
"multi-class-classification",
"multi-label-classification",
"natural-language-inference",
"semantic-similarity-classification",
"sentiment-classification",
"topic-classification",
"other"
]
},
"text-retrieval": {
"description": "information or text retrieval tasks",
"options": [
"document-retrieval",
"utterance-retrieval",
"entity-linking-retrieval",
"fact-checking-retrieval",
"other"
]
},
"text-scoring": {
"description": "text scoring tasks, predicting a real valued score for some text",
"options": [
"semantic-similarity-scoring",
"sentiment-scoring",
"other"
]
},
"other": {
"description": "other task family not mentioned here",
"options": [
"other"
]
}
}
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