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