FinBen & PIXIU — English financial evaluation
Collection
FinBen (arXiv:2402.12659) and PIXIU/FLARE (arXiv:2306.05443) English tasks, FinMA models and leaderboards. • 49 items • Updated • 10
Datasets:
Request access to News sentiment (NWGI)
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Dataset Card for "NWGI_test"
Dataset Class:
class NWGI(InstructionDataset):
dataset = "NWGI"
task_type = "classification"
choices = [
'strong negative', 'moderately negative', 'mildly negative', 'neutral',
'mildly positive', 'moderately positive', 'strong positive',
]
prompt = '''What is the sentiment of this news?
{input}
Please choose an answer from {{strong negative/moderately negative/mildly negative/neutral/mildly positive/moderately positive/strong positive}}.'''
def fetch_data(self, datum):
return {'input': datum['input'], 'answer': datum['answer']}
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