Dialog Adaptation
Dialogue-Adaptive Pre-training Objective
Introduced by Li et al. in Dialogue-adaptive Language Model Pre-training From Quality EstimationDialogue-Adaptive Pre-training Objective (DAPO) is a pre-training objective for dialogue adaptation, which is designed to measure qualities of dialogues from multiple important aspects, like Readability, Consistency and Fluency which have already been focused on by general LM pre-training objectives, and those also significant for assessing dialogues but ignored by general LM pre-training objectives, like Diversity and Specificity.
Source: Dialogue-adaptive Language Model Pre-training From Quality Estimation
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Language Modelling | 1 | 33.33% |
| Self-Supervised Learning | 1 | 33.33% |
| Specificity | 1 | 33.33% |
Usage Over Time
Components
| Component | Type |
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|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
