Publications (4)

1Collective Generation of Natural Image Descriptionsbased on their content relations. 4.1 Variables and Objective Function The following set of indicator variables encodes the...

2Connotation Lexicon: A Dash of Sentiment Beneath the Surface Meaningthe polarity of i and j are p and q respectively. Objective function: We aim to maximize: F = Φprosody + Φcoord + Φneu...

3Generalizing Image Captions for ImageText Parallel Corpusrelations). More formally, we maximize the following objective function: F (y;x) = Φ(y;x, v) + Ψ(y;x) subject to C(y;x, v)...

4Automatically Generating Annotator Rationales to Improve Sentiment ClassificationAfter some rewriting of the equations, the resulting objective function and constraints for the SVM are as follows: 1 2...