Papers with Log-loss
Learning to Rank for Plausible Plausibility (P19-1)
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| Challenge: | Existing approaches to encoding sentences using contextualized encoders are inconsistent . |
| Approach: | They propose to use a cross entropy log-loss objective to improve plausibility . they propose a margin-based loss leads to a more plausible model of plausability . |
| Outcome: | The proposed loss is intuitively wrong when applied to plausibility tasks . the proposed loss leads to a more plausible model of plausability . |