Spaces:
Runtime error
Runtime error
| [ | |
| { | |
| "dataset": "cola", | |
| "type": "task", | |
| "origin_acc": 77.5, | |
| "origin_prompt": "Assess the grammatical structure of the given sentence and classify it as 'Acceptable' or 'Unacceptable':", | |
| "atk_acc": 6.5, | |
| "atk_prompt": "As sess the garmmatical structure of the conferred sentence and classify it as 'Acceptable' or 'Unacceptable':", | |
| "transfer_ori_acc": 50.5, | |
| "transfer_atk_acc": 49.5 | |
| }, | |
| { | |
| "dataset": "cola", | |
| "type": "role", | |
| "origin_acc": 79.5, | |
| "origin_prompt": "While performing grammar analysis, classify the grammar of the following sentence as 'acceptable' for correct grammar or 'unacceptable' for incorrect grammar:", | |
| "atk_acc": 9.5, | |
| "atk_prompt": "While prforming grammar analyzing, classify the grammar of the follows sentеnce as 'acceptable' for correcting gammar or 'unacceptable' for incorrect ɡrammar:", | |
| "transfer_ori_acc": 27.0, | |
| "transfer_atk_acc": 32.2 | |
| }, | |
| { | |
| "dataset": "mrpc", | |
| "type": "task", | |
| "origin_acc": 75.0, | |
| "origin_prompt": "Evaluate whether the two provided sentences convey the same meaning by answering 'equivalent' or 'not_equivalent'.", | |
| "atk_acc": 67.5, | |
| "atk_prompt": "Evaluate wհether the both provided sentences convey the same meaninɡ by answeriոg 'equivalent' or 'not_equivalent'. ", | |
| "transfer_ori_acc": 48.77450980392157, | |
| "transfer_atk_acc": 26.47058823529412 | |
| }, | |
| { | |
| "dataset": "mrpc", | |
| "type": "role", | |
| "origin_acc": 75.0, | |
| "origin_prompt": "In your capacity as a semantic assessment tool, evaluate the provided sentences and classify their meanings as 'equivalent' or 'not_equivalent'.", | |
| "atk_acc": 9.0, | |
| "atk_prompt": "In your capacities as a semɑntic assessment tool, evaluate the provdied penalties and classify their meaning as 'equivalent' or 'not_equivalent'. ", | |
| "transfer_ori_acc": 48.03921568627451, | |
| "transfer_atk_acc": 35.53921568627451 | |
| }, | |
| { | |
| "dataset": "qnli", | |
| "type": "task", | |
| "origin_acc": 77.0, | |
| "origin_prompt": "Consider the context and question, and indicate if the answer can be logically deduced from the context by responding with 'entailment' or 'not_entailment'.", | |
| "atk_acc": 57.0, | |
| "atk_prompt": "Considеr the context and question, and idicate if the respond can be logically ԁeduced from the context by ⲅesponding with 'entailment' or 'not_entailment'. ", | |
| "transfer_ori_acc": 32.9, | |
| "transfer_atk_acc": 5.800000000000001 | |
| }, | |
| { | |
| "dataset": "qnli", | |
| "type": "role", | |
| "origin_acc": 78.5, | |
| "origin_prompt": "As a textual inference expert, analyze if the answer to the question can be deduced from the provided context and select 'entailment' or 'not_entailment'.", | |
| "atk_acc": 20.0, | |
| "atk_prompt": "Because a textual inference expert, analysing if the answeⲅ to the question can be deduced from the providеd contex𝚝 and choosing 'entailment' or 'not_entailment'. ", | |
| "transfer_ori_acc": 32.5, | |
| "transfer_atk_acc": 2.9000000000000004 | |
| }, | |
| { | |
| "dataset": "qqp", | |
| "type": "task", | |
| "origin_acc": 81.5, | |
| "origin_prompt": "Assess whether the following statements are identical in meaning by answering 'equivalent' or 'not_equivalent'.", | |
| "atk_acc": 44.5, | |
| "atk_prompt": "Assess whether the following statements are analogous in maning by answeⲅing 'equivalent' or 'not_equivalent'. ", | |
| "transfer_ori_acc": 30.2, | |
| "transfer_atk_acc": 13.200000000000001 | |
| }, | |
| { | |
| "dataset": "qqp", | |
| "type": "role", | |
| "origin_acc": 83.0, | |
| "origin_prompt": "As an instrument for question comparison evaluation, consider the questions and determine if their meaning is the same, responding with 'equivalent' for similar questions or 'not_equivalent' for different questions.", | |
| "atk_acc": 77.5, | |
| "atk_prompt": "As an instrument for problem comparison evɑluation, consider the ques𝚝ions and determine if their meaning is the same, respond with 'equivalent' for similar questiоns or 'not_equivalent' for different questions. ", | |
| "transfer_ori_acc": 26.200000000000003, | |
| "transfer_atk_acc": 7.3 | |
| }, | |
| { | |
| "dataset": "rte", | |
| "type": "task", | |
| "origin_acc": 83.0, | |
| "origin_prompt": "Are the following two sentences entailment or not_entailment? Answer me with \"entailment\" or \"not_entailment\", just one word.", | |
| "atk_acc": 78.5, | |
| "atk_prompt": "Be the following two sentences entailment or not_entailment? Answer me with \"entailment\" or \"not_entailment\", just one word. ", | |
| "transfer_ori_acc": 27.075812274368232, | |
| "transfer_atk_acc": 3.9711191335740073 | |
| }, | |
| { | |
| "dataset": "rte", | |
| "type": "role", | |
| "origin_acc": 81.0, | |
| "origin_prompt": "Working as an entailment classifier, identify whether the given pair of sentences displays entailment or not_entailment. Respond with 'entailment' or 'not_entailment':", | |
| "atk_acc": 74.5, | |
| "atk_prompt": "Working as an entailment classifier, detecting if the given torque of sentences displays entailment or not_entailment. Answering with 'entailment' or 'not_entailment':", | |
| "transfer_ori_acc": 49.81949458483754, | |
| "transfer_atk_acc": 25.63176895306859 | |
| }, | |
| { | |
| "dataset": "sst2", | |
| "type": "task", | |
| "origin_acc": 90.0, | |
| "origin_prompt": "Review this statement and decide whether it has a 'positive' or 'negative' sentiment:", | |
| "atk_acc": 82.5, | |
| "atk_prompt": "Review this speeches and decide if it has a 'positive' or 'negative' sentiment: ", | |
| "transfer_ori_acc": 42.54587155963303, | |
| "transfer_atk_acc": 27.75229357798165 | |
| }, | |
| { | |
| "dataset": "sst2", | |
| "type": "role", | |
| "origin_acc": 93.5, | |
| "origin_prompt": "Acting as a sentiment evaluator, identify if the given sentence is 'positive' or 'negative'. Classify:", | |
| "atk_acc": 86.0, | |
| "atk_prompt": "Atcing as a sentiemnt evalua𝚝or, detecting if the given sentence is 'positive' or 'negative'. Classify: ", | |
| "transfer_ori_acc": 21.90366972477064, | |
| "transfer_atk_acc": 26.949541284403672 | |
| }, | |
| { | |
| "dataset": "wnli", | |
| "type": "task", | |
| "origin_acc": 67.61, | |
| "origin_prompt": "Examine the pair of sentences and determine if they exhibit entailment or not_entailment. Answer with either 'entailment' or 'not_entailment'.", | |
| "atk_acc": 52.11, | |
| "atk_prompt": "Examine the paiⲅ of sentences and determines if they exhibit entailment or not_entailment. Answer with neither 'entailment' or 'not_entailment'.", | |
| "transfer_ori_acc": 33.80281690140845, | |
| "transfer_atk_acc": 0.0 | |
| }, | |
| { | |
| "dataset": "wnli", | |
| "type": "role", | |
| "origin_acc": 60.56, | |
| "origin_prompt": "Working as an entailment classifier, identify whether the given pair of sentences displays entailment or not_entailment. Respond with 'entailment' or 'not_entailment':", | |
| "atk_acc": 52.11, | |
| "atk_prompt": "Working as an entailment classifier, detects whether the given pair of sentences displays entailment or not_entailment. Answering with 'entailment' or 'not_entailment':", | |
| "transfer_ori_acc": 43.66197183098591, | |
| "transfer_atk_acc": 35.2112676056338 | |
| }, | |
| { | |
| "dataset": "mmlu", | |
| "type": "task", | |
| "origin_acc": 62.5, | |
| "origin_prompt": "Regarding the following multiple-choice question on {}, pick the correct answer from the options 'A', 'B', 'C', or 'D'.", | |
| "atk_acc": 51.0, | |
| "atk_prompt": "Regarding the hereafter multiple-choice question on {}, piϲk the corrects answers from the options 'A', 'B', 'C', or 'D'. ", | |
| "transfer_ori_acc": 18.439716312056735, | |
| "transfer_atk_acc": 26.95035460992908 | |
| }, | |
| { | |
| "dataset": "mmlu", | |
| "type": "role", | |
| "origin_acc": 62.5, | |
| "origin_prompt": "With your knowledge of {}, tackle the following multiple-choice question by choosing 'A', 'B', 'C', or 'D'.", | |
| "atk_acc": 57.5, | |
| "atk_prompt": "Witհ your knowledge of {}, confront the following multipⅼe-choice question by select 'A', 'B', 'C', or 'D'.", | |
| "transfer_ori_acc": 22.872340425531913, | |
| "transfer_atk_acc": 27.482269503546096 | |
| } | |
| ] |