Software & Patents

Software

EmoNet

A state of the art deep learning system for English emotion detection. (To be packaged)

SAMAR
A state of the art, machine learning system for subjectivity and sentiment analysis of Arabic social media (Beta version packaged and released only internally)

ASMA
A state of the art, very fast, machine learning system for segmentation and morpho-syntactic disambiguation of Modern Standard Arabic (Partially packaged)

SOPHIA:
A high-performance sentiment detection system for English product reviews (part of Patent No. 9,223,831).

CARE
A state of the art, machine learning system for opinion detection in health policy data

DAMEER
A machine learning, state of the art system for identification of non-referential pronouns in Modern Standard Arabic newswire texts

SPECTOR:
A high performance system for English language unsolicited content filtering (part of patent No. 20,170,161,372).

SALLY:
A pragmatics-motivated extractive summarization system for online communication (part of patent No. 20,170,161,372).

Patents

Fernández, P. M., Baker, D. D., Abdul-mageed, M., Alarcón, R., Schueler, D., & Derose, S. (2017). U.S. Patent No. 20,170,161,372. Washington, DC: U.S. Patent and Trademark Office.
Baker, D. D., Fernandes, B., Fernandez, P. M., & Abdul-Mageed, M. (2015). U.S. Patent No. 9,223,831. Washington, DC: U.S. Patent and Trademark Office.