Comments (1)
Also need to fix tiny but fatal error in AIC22TextJsonDataset
The current code:
class AIC22TextJsonDataset(Dataset):
"""
"""
def __init__(
self,
num_texts_used: int = 3,
use_other_views: bool = False,
**kwargs):
def __getitem__(self, index: int):
query_id = self.query_ids[index]
query_data = self.queries_data[query_id]
query_texts = query_data['nl']
if self.use_other_views:
query_texts += query_data['nl_other_views']
query_texts = np.random.choice(query_texts) # <------- ERROR HERE CAUSING BAD MODEL PREDICTION. SHOULD BE
query_text = '. '.join(query_texts)
return {
'id': query_id,
'text': query_text
}
Replace the error with
query_texts = np.random.choice(
query_texts , size=min(len(all_texts), self.num_texts_used), replace=False)
will help
from aic2022-ver.
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from aic2022-ver.