Fix human_ans_spans entries to match snippets from human_ans_indices #2
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This PR fixes a mismatch between some entries of the
human_ans_spans
column and the corresponding span of text in thereview
column. For example, line 17 of electronics/splits/train.csv has in thehuman_ans_spans
column the textbut the actual text in the
review
column does not have any spaces around "anti-glare"Looking at other examples, it seems that some sort of post-processing has been applied to create whitespace around punctuation characters. By using the start and end indices in the
human_ans_indices
column as the ground truth, I find the following mismatch percentages per domain/split:To fix this, I utilised the following function