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from opencompass.openicl.icl_prompt_template import PromptTemplate
from opencompass.openicl.icl_retriever import ZeroRetriever
from opencompass.openicl.icl_inferencer import PPLInferencer
from opencompass.openicl.icl_evaluator import AccEvaluator
from opencompass.datasets import CslDataset
csl_reader_cfg = dict(
input_columns=["abst", "keywords"], output_column='label')
csl_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={
0: "摘要：{abst}",
1: "摘要：{abst}\n关键词：{keywords}"
}),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=PPLInferencer))
csl_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
csl_datasets = [
dict(
type=CslDataset,
path='json',
abbr='csl_dev',
data_files='./data/FewCLUE/csl/dev_few_all.json',
split='train',
reader_cfg=csl_reader_cfg,
infer_cfg=csl_infer_cfg,
eval_cfg=csl_eval_cfg),
dict(
type=CslDataset,
path='json',
abbr='csl_test',
data_files='./data/FewCLUE/csl/test_public.json',
split='train',
reader_cfg=csl_reader_cfg,
infer_cfg=csl_infer_cfg,
eval_cfg=csl_eval_cfg)
]
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