2023-07-04 22:11:33 +08:00
|
|
|
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 WSCDataset_V2
|
|
|
|
|
|
|
|
WSC_reader_cfg = dict(
|
2024-05-14 15:35:58 +08:00
|
|
|
input_columns=['span1', 'span2', 'text'],
|
|
|
|
output_column='label',
|
2023-07-04 22:11:33 +08:00
|
|
|
)
|
|
|
|
|
|
|
|
WSC_infer_cfg = dict(
|
|
|
|
prompt_template=dict(
|
|
|
|
type=PromptTemplate,
|
|
|
|
template={
|
|
|
|
'A':
|
|
|
|
dict(round=[
|
|
|
|
dict(
|
2024-05-14 15:35:58 +08:00
|
|
|
role='HUMAN',
|
2023-07-04 22:11:33 +08:00
|
|
|
prompt=
|
|
|
|
"{text}\nIs '{span1}' and '{span2}' refers to the same entity in the above sentence?"
|
|
|
|
),
|
|
|
|
dict(role='BOT', prompt='Yes'),
|
|
|
|
]),
|
|
|
|
'B':
|
|
|
|
dict(round=[
|
|
|
|
dict(
|
2024-05-14 15:35:58 +08:00
|
|
|
role='HUMAN',
|
2023-07-04 22:11:33 +08:00
|
|
|
prompt=
|
|
|
|
"{text}\nIs '{span1}' and '{span2}' refers to the same entity in the above sentence?"
|
|
|
|
),
|
|
|
|
dict(role='BOT', prompt='No'),
|
|
|
|
]),
|
|
|
|
},
|
|
|
|
),
|
|
|
|
retriever=dict(type=ZeroRetriever),
|
|
|
|
inferencer=dict(type=PPLInferencer),
|
|
|
|
)
|
|
|
|
|
|
|
|
WSC_eval_cfg = dict(evaluator=dict(type=AccEvaluator), )
|
|
|
|
|
|
|
|
WSC_datasets = [
|
|
|
|
dict(
|
2024-05-14 15:35:58 +08:00
|
|
|
abbr='WSC',
|
2023-07-04 22:11:33 +08:00
|
|
|
type=WSCDataset_V2,
|
2024-05-14 15:35:58 +08:00
|
|
|
path='./data/SuperGLUE/WSC/val.jsonl',
|
2023-07-04 22:11:33 +08:00
|
|
|
reader_cfg=WSC_reader_cfg,
|
|
|
|
infer_cfg=WSC_infer_cfg,
|
|
|
|
eval_cfg=WSC_eval_cfg,
|
|
|
|
)
|
|
|
|
]
|