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[
{
"dataset": "cola",
"type": "task",
"origin_acc": 80.5,
"origin_prompt": "Examine the given sentence and decide if it is grammatically sound. Answer with either 'Acceptable' or 'Unacceptable'.",
"atk_acc": 78.5,
"atk_prompt": "Examine the given sentence and decide if it is gramatically sound. nAswer with either 'Acceptable' or 'Unacceptable'. ",
"transfer_ori_acc": 0.8999999999999999,
"transfer_atk_acc": 0.4
},
{
"dataset": "cola",
"type": "role",
"origin_acc": 81.5,
"origin_prompt": "Functioning as a grammar evaluation tool, analyze the given sentence and decide if it is grammatically correct, responding with 'acceptable' or 'unacceptable'.",
"atk_acc": 78.5,
"atk_prompt": "Funtioning as a graMmar evaluation tool, analyzY the given sentence and decide if it is grammatically corLect, responding with 'acceptable' or 'unacceptable'. ",
"transfer_ori_acc": 23.9,
"transfer_atk_acc": 53.7
},
{
"dataset": "mrpc",
"type": "task",
"origin_acc": 74.5,
"origin_prompt": "Examine the pair of sentences and decide if their meanings are identical by answering with 'equivalent' or 'not_equivalent'.",
"atk_acc": 65.5,
"atk_prompt": "Examine the Kair of sentences and edcide if their meanijngs are ibentical by answering with 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 55.63725490196079,
"transfer_atk_acc": 68.87254901960785
},
{
"dataset": "mrpc",
"type": "role",
"origin_acc": 72.0,
"origin_prompt": "As a linguistic comparator, review the following pair of sentences and determine their semantic equivalence by choosing 'equivalent' or 'not_equivalent'.",
"atk_acc": 66.5,
"atk_prompt": "AV a linguistic comaprator, review the following pair of sentences and determine their semayntic equivalence by chhoosing 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 61.51960784313726,
"transfer_atk_acc": 64.2156862745098
},
{
"dataset": "qnli",
"type": "task",
"origin_acc": 85.0,
"origin_prompt": "Examine the context and question, and determine if the context logically implies the answer by selecting 'entailment' or 'not_entailment'.",
"atk_acc": 77.5,
"atk_prompt": "Examine the contedt and question, and determine if the cXontext logically implies the answer by selecting 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 26.900000000000002,
"transfer_atk_acc": 34.300000000000004
},
{
"dataset": "qnli",
"type": "role",
"origin_acc": 86.0,
"origin_prompt": "As a textual analyst, examine if the given context logically implies the answer to the question and indicate your decision with 'entailment' or 'not_entailment'.",
"atk_acc": 75.0,
"atk_prompt": "A a textual analyst, xamine if the gPven conSext logiclaly implies the asnwer to the qbuestion and indicate your decision with 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 31.4,
"transfer_atk_acc": 43.6
},
{
"dataset": "qqp",
"type": "task",
"origin_acc": 82.0,
"origin_prompt": "Can these two statements be considered equal in meaning? Answer with 'equivalent' or 'not_equivalent'.",
"atk_acc": 80.0,
"atk_prompt": "Can these two statements be considJred equal in meaning? Answer with 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 36.3,
"transfer_atk_acc": 29.7
},
{
"dataset": "qqp",
"type": "role",
"origin_acc": 83.0,
"origin_prompt": "Acting as a question equivalence instrument, determine if the provided questions are equivalent in meaning, answering with 'equivalent' for similar questions or 'not_equivalent' for dissimilar ones.",
"atk_acc": 81.5,
"atk_prompt": "Actinm as a question equivalence instrumetn, determine if the provided questions are equivalent in meaning, answering with 'equivalent' for similar questions or 'not_equivalent' for dissimilar ones. ",
"transfer_ori_acc": 34.599999999999994,
"transfer_atk_acc": 30.5
},
{
"dataset": "rte",
"type": "task",
"origin_acc": 85.0,
"origin_prompt": "Does the relationship between the given sentences represent entailment or not_entailment? Respond with 'entailment' or 'not_entailment'.",
"atk_acc": 80.5,
"atk_prompt": "Does the relationshBp between the given sentences repersent entailment or not_entailment? Respond with 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 46.20938628158845,
"transfer_atk_acc": 45.84837545126354
},
{
"dataset": "rte",
"type": "role",
"origin_acc": 84.5,
"origin_prompt": "In your role as an entailment analysis tool, assess the relationship between the given sentences and classify it as 'entailment' or 'not_entailment'.",
"atk_acc": 81.0,
"atk_prompt": "In your role as an entailment analysis toIol, aZssess the relationship between the given sentences and cassify it as 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 46.931407942238266,
"transfer_atk_acc": 40.794223826714806
},
{
"dataset": "sst2",
"type": "task",
"origin_acc": 97.0,
"origin_prompt": "Evaluate the sentiment of the given text and classify it as 'positive' or 'negative'.",
"atk_acc": 94.0,
"atk_prompt": "ENvaluate the senttment of the giOven text and classify it as 'positive' or 'negative'. ",
"transfer_ori_acc": 10.435779816513762,
"transfer_atk_acc": 2.408256880733945
},
{
"dataset": "sst2",
"type": "role",
"origin_acc": 97.0,
"origin_prompt": "As a sentiment classifier, determine whether the following text is 'positive' or 'negative'.",
"atk_acc": 94.0,
"atk_prompt": "qAs a setniment classifier, determnne whether the following text is 'positive' or 'negative'. ",
"transfer_ori_acc": 15.36697247706422,
"transfer_atk_acc": 7.912844036697248
},
{
"dataset": "wnli",
"type": "task",
"origin_acc": 67.61,
"origin_prompt": "Indicate if the connection between the following sentences is 'entailment' or 'not_entailment'.",
"atk_acc": 64.79,
"atk_prompt": "Indicate if the connection between the following sentences is 'entailment' or 'not_entailment' and true is true and true is true and true is true and true is true and true is true . ",
"transfer_ori_acc": 9.859154929577464,
"transfer_atk_acc": 0.0
},
{
"dataset": "wnli",
"type": "role",
"origin_acc": 64.79,
"origin_prompt": "In your role as an entailment analysis tool, assess the relationship between the given sentences and classify it as 'entailment' or 'not_entailment'.",
"atk_acc": 59.15,
"atk_prompt": "In your role as an entailment analysis tool, assess the relationship between the given sentences and classify it as 'entailment' or 'not_entailment' and true is true and true is true and true is true and true is true and true is true . ",
"transfer_ori_acc": 23.943661971830984,
"transfer_atk_acc": 11.267605633802818
},
{
"dataset": "mmlu",
"type": "task",
"origin_acc": 66.5,
"origin_prompt": "In relation to the multiple-choice question on {}, please provide the accurate answer by choosing 'A', 'B', 'C', or 'D'.",
"atk_acc": 63.5,
"atk_prompt": "ISn ralation to the mulitple-choice question on {}, pleare provide the accurate answer by choosing 'A', 'B', 'C', or 'D'. ",
"transfer_ori_acc": 9.397163120567376,
"transfer_atk_acc": 5.141843971631205
},
{
"dataset": "mmlu",
"type": "role",
"origin_acc": 65.5,
"origin_prompt": "As someone well-versed in {}, please address the multiple-choice question below by selecting 'A', 'B', 'C', or 'D'.",
"atk_acc": 62.5,
"atk_prompt": "As someone well-versed in {}, please address the mulZtiple-choice question below by selecting 'A', 'B', 'C', or 'D'.",
"transfer_ori_acc": 8.51063829787234,
"transfer_atk_acc": 11.702127659574469
}
] |