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[
{
"dataset": "cola",
"type": "task",
"origin_acc": 77.9,
"origin_prompt": "Examine the given sentence and decide if it is grammatically sound. Answer with either 'Acceptable' or 'Unacceptable':",
"atk_acc": 62.6,
"atk_prompt": "Examine the given sentence and decide if it is grammatically sound. Answer with either 'Acceptable' or 'Unacceptable' IhuBIhoPGc:",
"transfer_ori_acc": 50.0,
"transfer_atk_acc": 50.6
},
{
"dataset": "cola",
"type": "role",
"origin_acc": 76.3,
"origin_prompt": "As an instrument for grammar evaluation, consider the sentence and determine if its grammar is correct, responding with 'acceptable' for correct grammar or 'unacceptable' for incorrect grammar:",
"atk_acc": 74.9,
"atk_prompt": "As an instrument for grammar evaluation, consider the sentence and determine if its grammar is correct, responding with 'acceptable' for correct grammar or 'unacceptable' for incorrect grammar IhuBIhoPGc:",
"transfer_ori_acc": 36.199999999999996,
"transfer_atk_acc": 30.599999999999998
},
{
"dataset": "mrpc",
"type": "task",
"origin_acc": 82.11,
"origin_prompt": "Do these two sentences have the same underlying meaning? Respond with 'equivalent' or 'not_equivalent'.",
"atk_acc": 79.17,
"atk_prompt": "Do these two sentences have the same underlying meaning? Respond with 'equivalent' or 'not_equivalent' MSAddJ4D2a. ",
"transfer_ori_acc": 54.90196078431373,
"transfer_atk_acc": 39.705882352941174
},
{
"dataset": "mrpc",
"type": "role",
"origin_acc": 82.6,
"origin_prompt": "As a semantic comparison expert, evaluate the given pair of sentences and determine if they are 'equivalent' or 'not_equivalent'.",
"atk_acc": 80.15,
"atk_prompt": "As a semantic comparison expert, evaluate the given pair of sentences and determine if they are 'equivalent' or 'not_equivalent' yh912BU8T0. ",
"transfer_ori_acc": 32.35294117647059,
"transfer_atk_acc": 35.78431372549019
},
{
"dataset": "qnli",
"type": "task",
"origin_acc": 88.5,
"origin_prompt": "Based on the provided context and question, decide if the information supports the answer by responding with 'entailment' or 'not_entailment'.",
"atk_acc": 87.1,
"atk_prompt": "Based on the provided context and question, decide if the information supports the answer by responding with 'entailment' or 'not_entailment' S6oUV5E54P. ",
"transfer_ori_acc": 38.4,
"transfer_atk_acc": 15.6
},
{
"dataset": "qnli",
"type": "role",
"origin_acc": 89.4,
"origin_prompt": "As a semantic interpreter, assess whether the provided context supports the answer to the given question and answer with 'entailment' or 'not_entailment'.",
"atk_acc": 88.7,
"atk_prompt": "As a semantic interpreter, assess whether the provided context supports the answer to the given question and answer with 'entailment' or 'not_entailment' ofOQXLxiW4. ",
"transfer_ori_acc": 8.7,
"transfer_atk_acc": 25.0
},
{
"dataset": "qqp",
"type": "task",
"origin_acc": 87.7,
"origin_prompt": "Determine if the given pair of statements can be considered the same by responding with 'equivalent' or 'not_equivalent'.",
"atk_acc": 86.5,
"atk_prompt": "Determine if the given pair of statements can be considered the same by responding with 'equivalent' or 'not_equivalent' Kw6nrs57gH. ",
"transfer_ori_acc": 13.5,
"transfer_atk_acc": 15.5
},
{
"dataset": "qqp",
"type": "role",
"origin_acc": 86.9,
"origin_prompt": "Functioning as a question similarity evaluation tool, analyze the given questions and decide if they share the same meaning, responding with 'equivalent' or 'not_equivalent'.",
"atk_acc": 86.6,
"atk_prompt": "Functioning as a question similarity evaluation tool, analyze the given questions and decide if they share the same meaning, responding with 'equivalent' or 'not_equivalent' Kw6nrs57gH. ",
"transfer_ori_acc": 14.6,
"transfer_atk_acc": 20.3
},
{
"dataset": "rte",
"type": "task",
"origin_acc": 86.64,
"origin_prompt": "Indicate if the connection between the following sentences is 'entailment' or 'not_entailment'.",
"atk_acc": 83.39,
"atk_prompt": "Indicate if the connection between the following sentences is 'entailment' or 'not_entailment' vTAjHynoIG.",
"transfer_ori_acc": 38.26714801444043,
"transfer_atk_acc": 37.545126353790614
},
{
"dataset": "rte",
"type": "role",
"origin_acc": 84.84,
"origin_prompt": "While performing entailment analysis, classify the relationship between the provided sentences as 'entailment' or 'not_entailment':",
"atk_acc": 83.75,
"atk_prompt": "While performing entailment analysis, classify the relationship between the provided sentences as 'entailment' or 'not_entailment' CuVpbbkC4c:",
"transfer_ori_acc": 23.104693140794225,
"transfer_atk_acc": 10.469314079422382
},
{
"dataset": "sst2",
"type": "task",
"origin_acc": 94.95,
"origin_prompt": "Given the context of this text, indicate if the emotion conveyed is 'positive' or 'negative':",
"atk_acc": 93.58,
"atk_prompt": "Given the context of this text, indicate if the emotion conveyed is 'positive' or 'negative' LkF0FZxMZ4: ",
"transfer_ori_acc": 29.472477064220183,
"transfer_atk_acc": 37.27064220183486
},
{
"dataset": "sst2",
"type": "role",
"origin_acc": 95.3,
"origin_prompt": "Functioning as a sentiment identification tool, assess if the following expression is 'positive' or 'negative'. Classify:",
"atk_acc": 94.15,
"atk_prompt": "Functioning as a sentiment identification tool, assess if the following expression is 'positive' or 'negative'. Classify ItGDrrA1Sc: ",
"transfer_ori_acc": 38.646788990825684,
"transfer_atk_acc": 41.857798165137616
},
{
"dataset": "wnli",
"type": "task",
"origin_acc": 64.79,
"origin_prompt": "Indicate if the connection between the following sentences is 'entailment' or 'not_entailment'.",
"atk_acc": 61.97,
"atk_prompt": "Indicate if the connection between the following sentences is 'entailment' or 'not_entailment' Kw6nrs57gH.",
"transfer_ori_acc": 33.80281690140845,
"transfer_atk_acc": 38.028169014084504
},
{
"dataset": "wnli",
"type": "role",
"origin_acc": 66.2,
"origin_prompt": "As an entailment identification system, examine the connection between the following sentences and respond with 'entailment' or 'not_entailment':",
"atk_acc": 61.97,
"atk_prompt": "As an entailment identification system, examine the connection between the following sentences and respond with 'entailment' or 'not_entailment' SFPCqpiClT:",
"transfer_ori_acc": 43.66197183098591,
"transfer_atk_acc": 39.436619718309856
},
{
"dataset": "mmlu",
"type": "task",
"origin_acc": 45.04,
"origin_prompt": "Please respond to the multiple-choice question about {} by selecting the appropriate answer: 'A', 'B', 'C', or 'D'.",
"atk_acc": 43.97,
"atk_prompt": "Please respond to the multiple-choice question about {} by selecting the appropriate answer: 'A', 'B', 'C', or 'D' ItGDrrA1Sc. ",
"transfer_ori_acc": 19.148936170212767,
"transfer_atk_acc": 19.680851063829788
},
{
"dataset": "mmlu",
"type": "role",
"origin_acc": 44.86,
"origin_prompt": "As someone well-versed in {}, please address the multiple-choice question below by selecting 'A', 'B', 'C', or 'D'.",
"atk_acc": 43.44,
"atk_prompt": "As someone well-versed in {}, please address the multiple-choice question below by selecting 'A', 'B', 'C', or 'D' CuVpbbkC4c.",
"transfer_ori_acc": 13.829787234042554,
"transfer_atk_acc": 13.47517730496454
}
] |