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73cc8d2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | from __future__ import annotations
from mteb.abstasks.TaskMetadata import TaskMetadata
from ....abstasks.AbsTaskInstructionRetrieval import AbsTaskInstructionRetrieval
class Robust04InstructionRetrieval(AbsTaskInstructionRetrieval):
metadata = TaskMetadata(
name="Robust04InstructionRetrieval",
description="Measuring retrieval instruction following ability on Robust04 narratives.",
reference="https://arxiv.org/abs/2403.15246",
dataset={
"path": "jhu-clsp/robust04-instructions",
"revision": "a5a1c4fe2bc528ac12e83f8cdf82178da85d2f1d",
},
type="InstructionRetrieval",
category="s2p",
eval_splits=["test"],
eval_langs=["eng-Latn"],
main_score="p-MRR",
date=("2023-08-01", "2024-04-01"),
form=["written"],
domains=["News"],
task_subtypes=[],
license="MIT",
socioeconomic_status="medium",
annotations_creators="derived",
dialect=[],
text_creation="found",
bibtex_citation="""@misc{weller2024followir,
title={FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions},
author={Orion Weller and Benjamin Chang and Sean MacAvaney and Kyle Lo and Arman Cohan and Benjamin Van Durme and Dawn Lawrie and Luca Soldaini},
year={2024},
eprint={2403.15246},
archivePrefix={arXiv},
primaryClass={cs.IR}
}""",
n_samples={"eng": 47544 * 2},
avg_character_length={"eng": 2471.0398058252426},
)
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