Integrating GPQA Dataset

[vshrivas]

No description provided.

[vshrivas]

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[safooray]

It doesn't seem like this should be a MultiColumnTransform. Do you intend to support multiple columns as input?

[vshrivas]

I think this depends on the definition of a MultiColumnTransform. Multiple columns are not getting updated, but we do pass in a list of multiple columns. Specifically the value in key_col is compared to the values in each of the columns passed in, and the value in new_col is assigned accordingly. For example, in the GPQA pipeline this is how we call the transform. The value in "Correct Answer" column is compared to the values in columns "A", "B", "C", and "D". If the value of "Correct Answer" matches with the value of "A", then "A" would be stored in the "ground_truth" column.

ColumnMatchMap(
                                new_col="ground_truth", key_col="Correct Answer", columns=["A", "B", "C", "D"]
                            ),

If this doesn't fit the definition of a MultiColumnTransform, I can change the class to inherit from DFTransformBase instead.