Task-Oriented Dialogue Systems
Achieving a pre-defined task through a dialog.
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | T5-3b(UnifiedSKG) | Entity F1 | 70.07 | — | Unverified |
| 2 | COMET | Entity F1 | 63.6 | — | Unverified |
| 3 | DF-Net | Entity F1 | 62.7 | — | Unverified |
| 4 | DF-Net | Entity F1 | 62.5 | — | Unverified |
| 5 | GLMP | Entity F1 | 59.97 | — | Unverified |
| 6 | TTOS | Entity F1 | 55.38 | — | Unverified |
| 7 | KB-retriever | Entity F1 | 53.7 | — | Unverified |
| 8 | DSR | Entity F1 | 51.9 | — | Unverified |
| 9 | KV Retrieval Net | Entity F1 | 48 | — | Unverified |
| 10 | THPN | Entity F1 | 37.8 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | BART (TextBox 2.0) | BLEU-4 | 20.17 | — | Unverified |