All Outputs (3)

Citation sentiment changes analysis (2020)
Preprint / Working Paper

Metrics for measuring the citation sentiment changes were introduced. Citation sentiment changes can be observed from global citation sentiment sequences (GCSSs). With respect to a cited paper, the citation sentiment sequences were analysed across a... Read More about Citation sentiment changes analysis.

Sentiment analysis of citations using word2vec (2017)
Preprint / Working Paper

Citation sentiment analysis is an important task in scientific paper analysis. Existing machine learning techniques for citation sentiment analysis are focusing on labor-intensive feature engineering, which requires large annotated corpus. As an auto... Read More about Sentiment analysis of citations using word2vec.

Automatic argumentative-zoning using word2vec (2017)
Preprint / Working Paper

In comparison with document summarization on the articles from social media and newswire, argumentative zoning (AZ) is an important task in scientific paper analysis. Traditional methodology to carry on this task relies on feature engineering from di... Read More about Automatic argumentative-zoning using word2vec.