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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" | |
] | |
} | |
} | |