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Apologies for the confusion. You should add the code snippet I provided in the section where you are processing the dataset and converting sentences to indices. Here's the correct place to add the code:

```python
# Convert sentences to indices
def sentences_to_indices(sentences, vocabulary, max_length):
return [[vocabulary.get(token, vocabulary[PADDING_TOKEN]) for token in sentence.split()][:max_length] for sentence in sentences]

questions_indices = sentences_to_indices(questions, question_to_index, max_sequence_length)
answers_indices = sentences_to_indices(answers, answer_to_index, max_sequence_length)
```

Add this code right after you've obtained the `questions` and `answers` lists from your dataset and before creating the `QADataset`. This will ensure that the sentences are appropriately padded or truncated to match the `max_sequence_length` before being converted to indices.
     
 
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