Select Additive Learning

Implementation for the paper Select-Additive Learning: Improving Generalization in Multimodal Sentiment Analysis

Extracted features used for the paper is here: Multimodal Sentiment Analysis data set.

Examples are showed with Verbal Modality

Theano version: 0.8.2

The main method is at model/run.py

Make sure you run pretrainModel/model.py before you run model/run.py. Then paremeters of the pre-trained model will be written into the file params/pretrain/videoModelParams.npy to be used by model/run.py.

Wang, Haohan, Aaksha Meghawat, Louis-Philippe Morency, and Eric P. Xing. "Select-Additive Learning: Improving Generalization in Multimodal Sentiment Analysis." arXiv preprint arXiv:1609.05244 (2016).