{ "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" ] } }