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Fix whole word masking labels #326

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Oct 4, 2022
Merged

Fix whole word masking labels #326

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2 changes: 2 additions & 0 deletions chapters/en/chapter7/3.mdx
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -523,6 +523,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return default_data_collator(features)
```
Expand Down Expand Up @@ -563,6 +564,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return tf_default_data_collator(features)
```
Expand Down
2 changes: 2 additions & 0 deletions chapters/fr/chapter7/3.mdx
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Original file line number Diff line number Diff line change
Expand Up @@ -524,6 +524,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return default_data_collator(features)
```
Expand Down Expand Up @@ -564,6 +565,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return tf_default_data_collator(features)
```
Expand Down
2 changes: 2 additions & 0 deletions chapters/ja/chapter7/3.mdx
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Original file line number Diff line number Diff line change
Expand Up @@ -535,6 +535,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return default_data_collator(features)
```
Expand Down Expand Up @@ -575,6 +576,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return tf_default_data_collator(features)
```
Expand Down
2 changes: 2 additions & 0 deletions chapters/vi/chapter7/3.mdx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -523,6 +523,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return default_data_collator(features)
```
Expand Down Expand Up @@ -563,6 +564,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return tf_default_data_collator(features)
```
Expand Down
2 changes: 2 additions & 0 deletions chapters/zh-CN/chapter7/3.mdx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -524,6 +524,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return default_data_collator(features)
```
Expand Down Expand Up @@ -564,6 +565,7 @@ def whole_word_masking_data_collator(features):
for idx in mapping[word_id]:
new_labels[idx] = labels[idx]
input_ids[idx] = tokenizer.mask_token_id
feature["labels"] = new_labels

return tf_default_data_collator(features)
```
Expand Down