Case studies on the DISC’s idiom identification. The ground truth PIEs are in italic and colored green in sentences. The Error Type column lists the name of the error and their percentage (Pct.) in parenthesis. The percentage is obtained by manually categorizing 300 incorrect samples.
| Case # . | Error Type (Pct.) . | Sentence with PIE . | Prediction . |
|---|---|---|---|
| 1 | Alternative (9.7%) | But an on-the-ball whisky shop could make a killing with its special ec-label malt scotch at £27.70 a bottle. | make a killing |
| 2 | Partial (29.3%) | Dragons can lie for dark centuries brooding over their treasures, bedding down on frozen flames that will never see the light of day. | of day |
| 3 | Meaningful (4.3%) | Given a method, we can avoid mistaken ideas which, confirmed by the authority of the past, have taken deep root, like weeds in men’s minds. | weeds in men’s minds |
| 4 | Literal (8.0%) | If you must jump out of the loop, you should use until true to “pop” the stack. | out of the loop |
| 5 | Missing (42.3%) | We have friends in high places, they said. | Empty string |
| 6 | Other (6.3%) | With the chips down, we had to dig down. | With down |
| Case # . | Error Type (Pct.) . | Sentence with PIE . | Prediction . |
|---|---|---|---|
| 1 | Alternative (9.7%) | But an on-the-ball whisky shop could make a killing with its special ec-label malt scotch at £27.70 a bottle. | make a killing |
| 2 | Partial (29.3%) | Dragons can lie for dark centuries brooding over their treasures, bedding down on frozen flames that will never see the light of day. | of day |
| 3 | Meaningful (4.3%) | Given a method, we can avoid mistaken ideas which, confirmed by the authority of the past, have taken deep root, like weeds in men’s minds. | weeds in men’s minds |
| 4 | Literal (8.0%) | If you must jump out of the loop, you should use until true to “pop” the stack. | out of the loop |
| 5 | Missing (42.3%) | We have friends in high places, they said. | Empty string |
| 6 | Other (6.3%) | With the chips down, we had to dig down. | With down |