Advances, Systems and Applications
Table 1 Statistics of the datasets
Dataset | Comment Stance | Comment Sentiment | Source Rumor | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
PHEME | Support | Deny | Query | Comment | Positive | Negative | Neural | Rumor | Non-rumor | ||
683 | 371 | 398 | 3137 | .239 | 297 | 4053 | 297 | 0 | |||
RumourEval | Support | Deny | Query | Comment | Positive | Negative | Neural | True | False | Unverified | |
821 | 546 | 553 | 6075 | .409 | 455 | 7131 | 185 | 138 | 123 | ||
FNC | agree | disagree | discuss | unrelated | Positive | Negative | Neural | Fake news | |||
5581 | 1537 | 13,373 | 54,894 | 133 | 2744 | 72,508 | 2559 | ||||