Papers by Soichiro Fujita
Dataset Creation for Ranking Constructive News Comments (P19-1)
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| Challenge: | Existing studies on comment ranking use user feedback as a quality measure . however, this type of measurement has two drawbacks: (a) user feedback does not always satisfy the service provider's needs, such as to create a fair place; and (b) user input will be biased by where comments appear in a comment thread. |
| Approach: | They propose to evaluate quality of comments on the basis of constructiveness separately from user feedback. |
| Outcome: | The proposed model improves on 100K+ Japanese comments with constructiveness scores . it shows that C-scores are not always related to positive feedback . |