54 citations · 162 across the 19 of their papers we have counts for
3 papers · 1 filter
The Manifold of Human Emotions
Seungyeon Kim, Fuxin Li, Guy Lebanon +1
Sentiment analysis predicts the presence of positive or negative emotions in a text document. In this paper, we consider higher dimensional extensions of the sentiment concept, whi…
Beyond Sentiment: The Manifold of Human Emotions
Seungyeon Kim, Fuxin Li, Guy Lebanon +1
Sentiment analysis predicts the presence of positive or negative emotions in a text document. In this paper we consider higher dimensional extensions of the sentiment concept, whic…
Linguistic Geometries for Unsupervised Dimensionality Reduction
Yi Mao, Krishnakumar Balasubramanian, Guy Lebanon
Text documents are complex high dimensional objects. To effectively visualize such data it is important to reduce its dimensionality and visualize the low dimensional embedding as…