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Hits 1 – 7 of 7
1
Not All Comments Are Equal: Insights into Comment Moderation from a Topic-aware Model ...
Zosa, Elaine
;
Shekhar, Ravi
;
Karan, Mladen
;
Purver, Matthew
. - : Zenodo, 2022
Abstract:
Moderation of reader comments is a significant problem for online news platforms. Here, we experiment with models for automatic moderation, using a dataset of comments from a popular Croatian newspaper. Our analysis shows that while comments that violate the moderation rules mostly share common linguistic and thematic features, their content varies across the different sections of the newspaper. We therefore make our models topic-aware, incorporating semantic features from a topic model into the classification decision. Our results show that topic information improves the performance of the model, increases its confidence in correct outputs, and helps us understand the model’s outputs. ...
URL:
https://zenodo.org/record/5854628
https://dx.doi.org/10.5281/zenodo.5854628
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2
Not All Comments Are Equal: Insights into Comment Moderation from a Topic-aware Model ...
Zosa, Elaine
;
Shekhar, Ravi
;
Karan, Mladen
. - : Zenodo, 2022
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3
Not All Comments are Equal: Insights into Comment Moderation from a Topic-Aware Model ...
Zosa, Elaine
;
Shekhar, Ravi
;
Karan, Mladen
. - : arXiv, 2021
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4
Not All Comments are Equal: Insights into Comment Moderation from a Topic-Aware Model ...
Zosa, Elaine
;
Shekhar, Ravi
;
Karan, Mladen
. - : Zenodo, 2021
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5
Not all comments are equal: Insights into comment moderation from a topic-aware model ...
Zosa, Elaine
;
Shekhar, Ravi
;
Karan, Mladen
. - : Zenodo, 2021
BASE
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6
Not All Comments are Equal: Insights into Comment Moderation from a Topic-Aware Model ...
Zosa, Elaine
;
Shekhar, Ravi
;
Karan, Mladen
. - : Zenodo, 2021
BASE
Show details
7
Not all comments are equal: Insights into comment moderation from a topic-aware model ...
Zosa, Elaine
;
Shekhar, Ravi
;
Karan, Mladen
. - : Zenodo, 2021
BASE
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