ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage
Paper • 2410.16848 • Published
Domain stringclasses 2
values | ID stringlengths 7 8 | Context stringlengths 15.2k 479k | Task stringclasses 1
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Medicine | 27841442 | [9550512]
BACKGROUND AND PURPOSE Arm function recovery is notoriously poor in stroke patients . The effect of treatment modalities , particularly those directed at improving upper limb function , has been studied primarily in chronic stroke patients . The purpose of this study was to investigate the effect of a specifi... | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | ### Context:
[9550512]
BACKGROUND AND PURPOSE Arm function recovery is notoriously poor in stroke patients . The effect of treatment modalities , particularly those directed at improving upper limb function , has been studied primarily in chronic stroke patients . The purpose of this study was to investigate the effect... | [
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Medicine | 19821336 | "[15702037]\nBackground : The recommended vaccination schedule for the pneumococcal conjugate vaccin(...TRUNCATED) | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | "### Context:\n[15702037]\nBackground : The recommended vaccination schedule for the pneumococcal co(...TRUNCATED) | [
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Medicine | 19588341 | "[17596471]\nIt is recognized that women with gestational diabetes mellitus ( GDM ) who have signifi(...TRUNCATED) | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | "### Context:\n[17596471]\nIt is recognized that women with gestational diabetes mellitus ( GDM ) wh(...TRUNCATED) | ["[10955425]","[12073958]","[10586979]","[3311138]","[18754979]","[2858199]","[9170478]","[2675597]"(...TRUNCATED) |
Medicine | 22419291 | "[17906203]\nPURPOSE European Organisation for Research and Treatment of Cancer ( EORTC ) trial 2292(...TRUNCATED) | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | "### Context:\n[17906203]\nPURPOSE European Organisation for Research and Treatment of Cancer ( EORT(...TRUNCATED) | [
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Medicine | 23152233 | "[2826100]\nBackground : Substantial numbers of cancer patients use complementary medicine therapies(...TRUNCATED) | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | "### Context:\n[2826100]\nBackground : Substantial numbers of cancer patients use complementary medi(...TRUNCATED) | ["[2615347]","[18779540]","[12560436]","[12619144]","[19831159]","[12471288]","[17505681]","[1580033(...TRUNCATED) |
Medicine | 29729027 | "[24346625]\nObjective : Considering the chronicity of osteoarthritis-associated pain , we aim ed to(...TRUNCATED) | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | "### Context:\n[24346625]\nObjective : Considering the chronicity of osteoarthritis-associated pain (...TRUNCATED) | ["[11444887]","[11532840]","[395837]","[16452103]","[11532841]","[11471578]","[11824949]","[7727550](...TRUNCATED) |
Medicine | 22591904 | "[9374124]\nTissue levels of n-3 fatty acids reflect dietary intake , but quantitative data about ra(...TRUNCATED) | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | "### Context:\n[9374124]\nTissue levels of n-3 fatty acids reflect dietary intake , but quantitative(...TRUNCATED) | [
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Medicine | 29869050 | "[18515918]\nOBJECTIVE To compare the cost-effectiveness of budesonide/formoterol in a single inhale(...TRUNCATED) | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | "### Context:\n[18515918]\nOBJECTIVE To compare the cost-effectiveness of budesonide/formoterol in a(...TRUNCATED) | [
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Medicine | 28046205 | "[3120197]\nOBJECTIVE Higher heme iron intake is associated with increased type 2 diabetes risk . (...TRUNCATED) | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | "### Context:\n[3120197]\nOBJECTIVE Higher heme iron intake is associated with increased type 2 dia(...TRUNCATED) | ["[22093485]","[3718630]","[3096610]","[2923097]","[3511276]","[19155899]","[3938821]","[20962162]",(...TRUNCATED) |
Medicine | 28368093 | "[26691209]\nBACKGROUND Alcoholic hepatitis ( AH ) is a distinct presentation of alcoholic liver dis(...TRUNCATED) | Attributing | You are given a context and an instruction. Respond to the instruction based on the context. | "### Context:\n[26691209]\nBACKGROUND Alcoholic hepatitis ( AH ) is a distinct presentation of alcoh(...TRUNCATED) | [
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Github : https://github.com/dmis-lab/ETHIC
Arxiv : https://arxiv.org/abs/2410.16848
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