This model is a fine-tuned version of
distilbert-base-uncased a subset (8000 samples as training and 2000 samples as validation) of the
ComNum dataset.
We changed every single digit on a certain position in the numeral into a special character. For example '26753' becomes '3𐄇 5𐄈 7𐄉 6𐄊 2𐄋'.
Since the order of magnitude of numerals in the test set is 6, while that of numerals in training and evaluation sets are from 0 to 5, and the fine-tuned model has never seen special character for digits of the order of magnitude of 6 (e.g., '1𐄏', '6𐄏' or '9𐄏'), it cannot generalize well.
