The number of examples in each domain of our three tasks. We denote the examples used when a domain is included as a source domain (src), and when it is the target domain (trg).
| Rumour Detection . | |||
|---|---|---|---|
| Domain . | Training (src) . | Dev (src) . | Test (trg) . |
| Charlie-Hebdo (C) | 1,663 | 416 | 2,079 |
| Ferguson (FR) | 914 | 229 | 1,143 |
| Germanwings-crash (GW) | 375 | 94 | 469 |
| Ottawa-shooting (OS) | 712 | 178 | 890 |
| Sydney-siege (S) | 976 | 245 | 1,221 |
| MNLI | |||
| Domain | Training (src) | Dev (src) | Test (trg) |
| Fiction (F) | 2,547 | 1,972 | 1,972 |
| Government (G) | 2,541 | 1,944 | 1,944 |
| Slate (SL) | 2,605 | 1,954 | 1,954 |
| Telephone(TL) | 2,754 | 1,965 | 1,965 |
| Travel (TR) | 2,541 | 1,975 | 1,975 |
| Aspect | |||
| Domain | Training (src) | Dev (src) | Test (trg) |
| Device (D) | 2,302 | 255 | 1,279 |
| Laptops (L) | 2,726 | 303 | 800 |
| Restaurants (R) | 3,487 | 388 | 800 |
| Service(SE) | 1,343 | 149 | 747 |
| Rumour Detection . | |||
|---|---|---|---|
| Domain . | Training (src) . | Dev (src) . | Test (trg) . |
| Charlie-Hebdo (C) | 1,663 | 416 | 2,079 |
| Ferguson (FR) | 914 | 229 | 1,143 |
| Germanwings-crash (GW) | 375 | 94 | 469 |
| Ottawa-shooting (OS) | 712 | 178 | 890 |
| Sydney-siege (S) | 976 | 245 | 1,221 |
| MNLI | |||
| Domain | Training (src) | Dev (src) | Test (trg) |
| Fiction (F) | 2,547 | 1,972 | 1,972 |
| Government (G) | 2,541 | 1,944 | 1,944 |
| Slate (SL) | 2,605 | 1,954 | 1,954 |
| Telephone(TL) | 2,754 | 1,965 | 1,965 |
| Travel (TR) | 2,541 | 1,975 | 1,975 |
| Aspect | |||
| Domain | Training (src) | Dev (src) | Test (trg) |
| Device (D) | 2,302 | 255 | 1,279 |
| Laptops (L) | 2,726 | 303 | 800 |
| Restaurants (R) | 3,487 | 388 | 800 |
| Service(SE) | 1,343 | 149 | 747 |