Multilingual Sentiment Vectors for Deep Sentiment Analysis

Method to create word embeddings capturing sentiment
 
DCM-CNN neural model to exploit sentiment embeddings

Our sentiment vectors for the languages in the paper are available for download under a CC-BY-NC-SA 4.0 license (for non-commercial use). For further languages or other uses, please get in touch with us.

For more information about the method, please consult our publications:

Cross-Lingual Propagation for Deep Sentiment Analysis  BibTeX
Xin Dong, Gerard de Melo (2018)
In: Proc. AAAI 2018. AAAI Press.
Acceptance rate: 25%

A Helping Hand: Transfer Learning for Deep Sentiment Analysis  BibTeX
Xin Dong, Gerard de Melo (2018)
In: Proc. ACL 2018.
Acceptance rate: 24.9%


Return to main page