The Journal of Machine Learning Research
Opinion integration through semi-supervised topic modeling
Proceedings of the 17th international conference on World Wide Web
Supervised matching of comments with news article segments
Proceedings of the 20th ACM international conference on Information and knowledge management
What users care about: a framework for social content alignment
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
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We propose a new paradigm for displaying comments: showing comments alongside parts of the article they correspond to. We evaluate the effectiveness of various approaches for this task and show that a combination of bag of words and topic models performs the best.